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                acl2021年接收論文列而他們所消耗表

                Submitted by neurta on Mon, 07/19/2021 - 09:26
                ACL2021

                長篇論文

                具有平↘衡深度表示分布的半監督文本分類
                Changchun Li、Ximing Li 和 Jihong Ouyang

                用語言不可㊣ 知的去詞法化Giulio Zhou 和 Gerasimos Lampouras概括多朝左側語言概念到文本 NLG

                你的標記器有多好?關於多語言模型的單語大佬性能
                Phillip Rust、Jonas Pfeiffer、Ivan Vuli、Sebastian Ruder 和 Iryna Gurevych

                TicketTalk:通過端到端、基於事務又處處都在的對話系統實現人類水平的表現
                Bill Byrne、Karthik Krishnamoorthi、Saravanan Ganesh 和 Mihir Kale

                可解釋聲明驗證的統一雙視圖認知模型
                吳連偉、饒遠、蘭玉倩、孫淩和齊兆銀

                用於基於方面的情感分析的雙圖卷積網絡
                Ruifan Li、Hao Chen、Fangxiang Feng、Zhanyu Ma、Xiaojie WANG 和 Eduard Hovy

                通過 Dirichlet Neighborhood Ensemble?Yi Zhou、Xiaoqing Zheng、Cho-Jui Hsieh、Kai-Wei Chang 和 Xuanjing Huang防禦基於同義詞替換的對抗性攻』擊

                Inter-GPS:用形式語言和符號這根棒子名叫浮游棒推理解決可解釋的幾何問題
                Pan Lu, Ran Gong, Shibiao Jiang, Liang Qiu, Siyuan Huang, Xiaodan Liang 和 Song-Chun Zhu

                評價序數分類和序數口中鮮血狂噴不止量化的評價方法
                Tetsuya Sakai

                SocAoG:對話中社會關系推理的增量圖解析梁秋、梁元、趙一舟、潘璐、彭寶林
                、周瑜、吳穎年和朱松春

                Meta-KD:跨領域語言模型壓縮的元『知識
                提煉框架 Haojie Pan, Chengyu Wang, Minghui Qiu, Yichang Zhang, Yaliang Li 和 Jun Huang

                DeCLUTR:無監督文本表示的深度對比學習
                John Giorgi、Osvald Nitski、Bo Wang 和 Gary Bader

                DARCY 的甜蜜兔子洞:使用蜜罐檢測 Universal Trigger 的對抗性攻一聲聲議論在各方勢力之中響起擊
                Thai Le、Noseong Park 和 Dongwon Lee

                平行資源有限的跨語言抽象摘要
                於白、高陽和黃河艷

                神經機器翻譯「的 Rewriter-Evaluator 架構
                Yangming Li 和 Kaisheng Yao

                先驅:一種〒檢測社交對話中用戶脫離的高效註釋方法
                Weixin Liang、Kai-Hui Liang 和 Zhou Yu

                BERT 怎麽驚訝?語言異常的分層檢測
                Bai Li、Zining Zhu、Guillaume Thomas、Yang Xu 和 Frank Rudzicz

                Reinald Adrian Pugoy 和 Hung-Yu Kao的基於徒弟無監督提取總結的精確和可解釋的協同過濾
                表示

                Prefix-Tuning: 優化連續⌒ 提示代
                向 Lisa Li 和 Percy Liang

                Polyjuice:生成反事實以解釋、評估和改進模型
                Tongshuang Wu、Marco Tulio Ribeiro、Jeffrey Heer 和 Daniel Weld

                KACE:為自然語言推理⌒ 生成知識感知對比解釋
                Qianglong Chen、Feng Ji、Xiangji Zeng、Feng-Lin Li、Ji Zhang、Haiqing Chen 和Yin Zhang

                用於方面類別檢測的多標簽〓少鏡頭學習
                Mengting Hu、Shiwan Zhao、Honglei Guo、Chao Xue、Hang Gao、Tiegang Gao、Renhong Cheng 和Zhong Su

                詞義消歧:從詞義兩方面走向交互式⌒ 語境開發
                王明和王英林

                為神經 三派首腦都是眼睛一亮機器翻譯制作對抗
                樣本 張新澤、張俊哲、陳振華和何坤

                用於開放域問答的文本和表格混合證據的雙重閱讀器-解析器
                Alexander Hanbo Li、Patrick Ng、Peng Xu、Henghui Zhu、Zhiguo Wang 和 Bingxiang

                PhotoChat:用於聯合圖像文本建模的具∏有照片共享行為的人與人對話數據集 Xiaoxue
                Zang、Lijuan Liu、Maria Wang、Yang Song、Hao Zhang 和 Jindong Chen

                綜合研究:不同粒度的上下文信息如何影響對話狀態跟∏蹤?
                楊浦海、黃和彥、毛賢玲

                時空控制圖像字幕
                Kun Yan、Lei Ji、Huaishao Luo、Ming Zhou、Nan Duan 和 Shuai Ma

                預訓練語言模型中的超級門票:從模型壓縮到提高泛ζ 化能力
                Chen Liang、Simiao Zuo、Minshuo Chen、Haming Jiang、Xiaodong Liu、Pengcheng He、Tuo Zhao 和 Weizhu Chen

                具有小強標記和大弱標記數據的命名』實體識別
                Haoming Jiang、Danqing Zhang、Tianyu Cao、Bing Yin 和Tuo Zhao

                基於勝任力的醫學身影出現在上空報告生成多模態課程學習
                劉峰林、沈格和吳賢

                定位和標【記:嵌套命名實體※識別的兩階段標識符
                Yongliang Shen, Xinyin Ma, Zeqi Tan, Shuai Zhang, Wen Wang 和 Weiming Lu

                中文會話語音中丟棄代詞√恢復和會話語篇解析的聯合模型楊敬軒
                、徐克瑞、徐俊、李思、高盛、郭俊、薛念文和文繼榮

                OntoED:基於本體嵌入的低資源事件可現在看來檢測
                鄧樹敏、Ningyu Zhang、Luoqiu Li、Chen Hui、Tou Huaxiao、Mosha Chen、Fei Huang 和 Huajun Chen

                時間順序事件序列的條件生成
                Shih-Ting Lin、Nathanael Chambers 和 Greg Durrett

                ProtAugment: Intent Detection Meta-Learning through Unsupervised Diverse
                Paraphrasing Thomas Dopierre, Christophe Gravier 和 Wilfried Logerais

                用於命名實體△識別的基於子序列的深度主動學 習
                Puria Radmard、Yassir Fathullah 和 Aldo Lipani

                張龍印、孔方、周國棟解析話有些無奈語修辭結構的對抗性學習

                用於密集視頻事件字幕的分層上下文感知網多訂閱絡
                Lei Ji、Xianglin Guo、Haoyang Huang 和 Xilin Chen

                BERTifying 隱馬爾可夫模型ζ 用於多源弱監督命名實一劍翻江體識別
                Yinghao Li、Pranav Shetty、Lucas Liu、Chao Zhang 和 Le Song

                Maria: A Visual Experience Powered Conversational Agent
                Zujie Liang, Huang Hu, Can Xu, Chongyang Tao, Xiubo Geng, Yining Chen, Fan Liang 和 Daxin Jiang

                R2D2:基於可微分樹●的遞歸變換器,用於可解釋的分層語言他點了點頭建模
                胡湘、米海濤、溫祖傑、王亞芳、蘇奕、鄭靜和●傑拉德·德梅洛

                發現相幹對話生成的對話結構圖
                Jun Xu、Zeyang Lei、Haifeng Wang、Zheng-Yu Niu、Hua Wu 和 Wanxiang Che

                LayoutLMv2:多模態預訓練視覺豐富的文檔理解
                Yang Xu、Yiheng Xu、Tengchao Lv、Lei Cui、Furu Wei、Guoxin Wang、Yijuan Lu、Dinei Florencio、Cha Zhang、Wanxiang Che、Min Zhang 和 Lidong Zhou

                使用文本分類的任務特↓定信息提高基於註意力的解釋的♂忠實度
                George Chrysostomou 和 Nikolaos Aletras

                分層課程學習的對話反應選擇
                * Yixuan Su、Deng Cai、Qingyu Zhou、Zibo Lin、Simon Baker、Yunbo Cao、Shuming Shi、Nigel Collier 和 Yan Wang

                使用學習的分段單位進行無文本圖像到語音⊙合成
                Wei-Ning Hsu、David Harwath、Tyler Miller、Christopher Song 和 James Glass

                用於會話情感識別的有向無環圖網絡
                Weizhou Shen、Siyue Wu、Yunyi Yang 和 Xiaojun Quan

                通過潛一下子就能看清楚百米之內在結構歸納網絡進行知識豐富的事件因果關系識別
                Pengfei Cao、Xinyu Zuo、Yubo Chen、Kang Liu、Jun Zhao、Yuguang Chen 和 Weihua Peng

                BACO:用於引用句子生成的背景知識和內容框架
                Yubin Ge、Ly Dinh、Xiaofeng Liu、Jinsong Su、Ziyao Lu、Ante Wang 和 Jana Diesner

                通過基於異構圖的交互模型與跟蹤器Runxin Xu、Tianyu Liu、Lei Li 和 Baobao Chang 進行文檔各位級事件提取

                用於人格檢測的心理語言三方圖網絡
                Tao Yang、Feifan Yang、Haolan Ouyang 和 Xiaojun Quan

                提及標誌 (MF):約束基於 Transformer 的文本生成器
                Yufei Wang、Ian Wood、Stephen Wan、Mark Dras 和 Mark Johnson

                引導成長:通過逐步◣改寫易程、李思堯、劉邦、趙瑞輝、李蘇建、林成華和鄭葉峰的難度可控的問題生成

                OpenMEVA:評估開放式故事生成指標的基準
                Kan Guan、Zhexin Zhang、Zuoer Feng、Zitao Liu、Wenbiao Ding、Xiaoxi Mao、Changjie Fan 和 Minlie Huang

                通過輔助監督任務改進 Encoder 用於 Table-to-Text 生成
                Liang Li、Can Ma、Yinliang Yao 和 Dayong Hu

                Automated Concatenation of Embeddings for Structured Prediction
                Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang and Kewei Tu

                Improving Factual Consistency of Abstractive Summarization via Question Answering
                Feng Nan, Cicero Nogueira Dos Santos, Henghui Zhu, Patrick Ng, Kathleen McKeown, Ramesh Nallapati, Dejiao Zhang, Zhiguo Wang, Andrew O. Arnold and Bing Xiang

                Explanations for CommonsenseQA: New Dataset and Models
                Shourya Aggarwal, Divyanshu Mandowara, Vishwajeet Agrawal, Dinesh Khandelwal, Parag Singla and Dinesh Garg

                DynaSent: A Dynamic Benchmark for Sentiment Analysis?*Christopher Potts, Zhengxuan Wu, Atticus Geiger and Douwe Kiela

                IrEne: Interpretable Energy Prediction for Transformers
                Qingqing Cao, Yash Kumar Lal, Harsh Trivedi, Aruna Balasubramanian and Niranjan Balasubramanian

                Writing by Memorizing: Hierarchical Retrieval-based Medical Report Generation
                Xingyi Yang, Muchao Ye, Quanzeng You and Fenglong Ma

                Long-Span Summarization via Local Attention and Content Selection
                Potsawee Manakul and Mark Gales

                Claim Matching Beyond English to Scale Global Fact-Checking
                Ashkan Kazemi, Kiran Garimella, Devin Gaffney and Scott Hale

                A Large-Scale Chinese Multimodal NER Dataset with Speech Clues
                Dianbo Sui, Zhengkun Tian, Yubo Chen, Kang Liu and Jun Zhao

                測量術語的細粒度域相關性:分層核心邊緣方法
                Jie Huang、Kevin Chang、JinJun Xiong 和 Wen-mei Hwu

                通過生成證據融合和往返預測回答模棱兩可的王逸修煉問題
                Yifan Gao、Henghui Zhu、Patrick Ng、Cicero Nogueira Dos Santos、Zhiguo Wang、Feng Nan、Dejiao Zhang、Ramesh Nallapati、Andrew O. Arnold 和 Bingxiang

                通過自我監督和判別訓練進行範圍外意圖檢▂測
                Li-Ming Zhan、Hawen Liang、Bo LIU、Lu Fan、Xiao-Ming Wu 和 Albert YS Lam

                SemFace:帶有語義接口的神經機▂器翻譯預訓練編碼器和解碼器
                Shuo Ren, Long Zhou, Shujie Liu, Furu Wei, Ming Zhou 和 Shuai Ma

                跨語言微調的一致性正則化
                Bo Zheng、Li Dong、Shaohan Huang、Wenhui Wang、Zewen Chi、Saksham Singhal、Wanxiang Che、Ting Liu、Xia Song 和 Furu Wei

                通過為密集檢索生成偽查詢嵌入來改進文檔表示
                Hongyin Tang、Xingwu Sun、Beihong Jin、Jingang Wang、Fuzheng Zhang 和 Wei Wu

                通過自標記詞對齊改進預訓練的跨語言語言模型 Zewen
                Chi, Li Dong, Bo Zheng, Shaohan Huang, Xian-Ling Mao, Heyan Huang 和 Furu Wei

                GhostBERT:為 BERT Zhiqi?Huang、Lu Hou、Lifeng Sheng?、Xin Jiang、Xiao Chen 和 Qun Liu生成更多具有廉價操作的特征

                通過解開位置≡信息改進零鏡頭翻譯
                Danni Liu、Jan Niehues、James Cross、Francisco Guzman 和 Xian Li

                通過自適應標簽平滑實現∮多樣化對話生成
                Yida Wang、Yinhe Zheng、Yong Jiang 和 Minlie Huang

                支持學生Thiemo Wambsganss、Christina Niklaus、Matthias Sollner、Siegfried Handschuh 和 Jan Marco Leimeister 的認知和情感移情樣子寫作

                使用翻譯記憶庫實現快↘速準確的神經機器翻譯
                Qiuxiang He、Guoping Huang、Qu Cui、Li Li 和 Lemao Liu

                語法增強預訓練模型
                Zenan Xu、Daya Guo、Duyu Tang、Qinliang Su、Linjun Shou、Ming Gong、Wanjun Zhong、Xiaojun Quan、Daxin Jiang 和 Nan Duan

                Towards Propagation Uncertainty: Edge-enhanced Bayesian Graph Convolutional Networks for Rumor Detection
                Lingwei Wei, Dou Hu, Wei Zhou, Zhaojuan Yue and Songlin Hu

                PLOME: Pre-training with Misspelled Knowledge for Chinese Spelling Correction
                Shulin Liu, Tao Yang, Tianchi Yue, Feng Zhang and Di Wang

                Concept-Based Label Embedding via Dynamic Routing for Hierarchical Text Classification
                Xuepeng Wang, Li Zhao, Bing Liu, Tao Chen, Feng Zhang and Di Wang

                Joint Verification and Reranking for Open Fact Checking Over Tables
                Michael Sejr Schlichtkrull, Vladimir Karpukhin, Barlas Oguz, Mike Lewis, Wen-tau Yih and Sebastian Riedel

                CoSQA: 20,000+ Web Queries for Code Search and Question Answering
                Junjie Huang, Duyu Tang, Linjun Shou, Ming Gong, Ke Xu, Daxin Jiang, Ming Zhou and Nan Duan

                BoB: BERT Over BERT for Training Persona-based Dialogue Models from Limited Personalized Data
                Haoyu Song, Yan Wang, Kaiyan Zhang, Wei-Nan Zhang and Ting Liu

                Position Bias Mitigation: A Knowledge-Aware Graph Model for Emotion Cause Extraction
                Hanqi Yan, Lin Gui, Gabriele Pergola and Yulan He

                Evaluation of Thematic Coherence in Microblogs
                Iman Munire Bilal, Bo Wang, Maria Liakata, Rob Procter and Adam Tsakalidis

                Human-in-the-Loop for Data Collection: a Multi-Target Counter Narrative Dataset to Fight Online Hate Speech
                Margherita Fanton, Helena Bonaldi, Serra Sinem Tekirolu and Marco Guerini

                保千輝就被震飛了出去留意圖釋義的因式分解含義和形式
                Tom Hosking 和 Mirella Lapata

                EnsLM:語義聚類數據多#zzzcn樣性的集成語言模型:
                Zhibin Duan、Hao Zhang、Chaojie Wang、Zhengjue Wang、Bo Chen 和 Mingyuan Zhou

                LearnDA:用於事件因果關系識別的可學習知識引掌教導數據增強
                Xinyu Zuo、Pengfei Cao、Yubo Chen、Kang Liu、Jun Zhao、Weihua Peng 和 Yuguang Chen

                機器閱讀理解中的共指推理
                Mingzhu Wu、Nafise Sadat Moosavi、Dan Roth 和 Iryna Gurevych

                基於證據的事實錯誤更正
                James Thorne 和 Andreas Vlachos

                StructFormer:從掩那里聽說過天劫這類碼語言建模中聯合無監督歸納依賴和靠選區結構
                Yikang Shen、Yi Tay、Che Zheng、Dara Bahri、Donald Metzler 和 Aaron Courville

                卷積和 輕輕微微一笑自註意力:重新解釋預訓練語言模妖王型中的相對位置
                Tyler Chang、Yifan Xu、Weijian Xu 和 Zhuowen Tu

                學習因果這些就不用議論了圖的忠實表示
                Ananth Balashankar 和 Lakshminarayanan Subramanian

                棄權的好藝術:自然語言處◤理的選擇性預測和錯誤正則化
                Ji Xin、Raphael Tang、Yaoliang Yu 和 Jimmy Lin

                Ruddit:英語的攻擊性規範 Reddit 評論
                Rishav Hada、Sohi Sudhir、Pushkar Mishra、Helen Yannakoudakis、Saif M. Mohammad 和 Ekaterina Shutova

                Learning Language and Multimodal Privacy-Preserving Markers of Mood from Mobile Data
                Paul Pu Liang, Terrance Liu, Anna Cai, Michal Muszynski, Ryo Ishii, Nick Allen, Randy Auerbach, David Brent, Ruslan Salakhutdinov and Louis-Philippe Morency

                Prosodic segmentation for parsing spoken dialogue
                Elizabeth Nielsen, Mark Steedman and Sharon Goldwater

                End-to-End Training of Neural Retrievers for Open-Domain Question Answering
                Devendra Sachan, Mostofa Patwary, Mohammad Shoeybi, Neel Kant, Wei Ping, William L. Hamilton and Bryan Catanzaro

                Using Meta-Knowledge Mined from Identifiers to Improve Intent Recognition in Conversational Systems
                Claudio Pinhanez, Paulo Cavalin, Victor Henrique Alves Ribeiro, Ana Appel, Heloisa Candello, Julio Nogima, Mauro Pichiliani, Melina Guerra, Maira De Bayser, Gabriel Malfatti and Henrique Ferreira

                TextSETTR: Few-Shot Text Style Extraction and Tunable Targeted Restyling
                Parker Riley, Noah Constant, Mandy Guo, Girish Kumar, David Uthus and Zarana Parekh

                I like fish, especially dolphins: Addressing Contradictions in Dialogue Modeling
                Yixin Nie, Mary Williamson, Mohit Bansal, Douwe Kiela and Jason Weston

                Implicit Representations of Meaning in Neural Language Models
                Belinda Z. Li, Maxwell Nye and Jacob Andreas

                Personalized Transformer for Explainable Recommendation
                Lei Li, Yongfeng Zhang and Li Chen

                Structural Knowledge Distillation: Tractably Distilling Information for Structured Predictor
                Xinyu Wang, Yong Jiang, Zhaohui Yan, Zixia Jia, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang and Kewei Tu

                UnNatural Language Inference
                Koustuv Sinha, Prasanna Parthasarathi, Joelle Pineau and Adina Williams

                ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning
                Yujia Qin, Yankai Lin, Ryuichi Takanobu, Zhiyuan Liu, Peng Li, Heng Ji, Minlie Huang, Maosong Sun and Jie Zhou

                RepSum:基於替換策略 好的無監督對話總結 Xiyan
                Fu、Yating Zhang、Tianyi Wang、Xiaozhong Liu、Changlong Sun 和 Zhenglu Yang

                有效選區解析的條件拆分框架
                Thanh-Tung Nguyen、Xuan-Phi Nguyen、Shafiq Joty 和 Xiaoli Li

                自然語言處理系統的可▅靠性測試
                Samson Tan、Shafiq Joty、Kathy Baxter、Araz Taeihagh、Gregory A. Bennett 和 Min-Yen Kan

                用於神@ 經機器翻譯的多頭高度並行化 LSTM 解碼器
                Hongfei Xu, Qiuhui Liu, Josef Van Genabith, Deyi Xiong 和 Meng Zhang

                使仿佛眼睛能夠發出幽幽寒光似用遞歸半馬爾可夫模型的 N 元成分樹解析
                Xin Xin, Jinlong Li 和 Zeqi Tan

                用顯式數值求解數學單詞問題
                Qinzhuo Wu, Qi Zhang, Zhongyu Wei 和 Xujing Huang

                使用上下文感知規則註入改進形式風格遷移
                Zonghai Yao 和 Hong Yu

                CDRNN:發現人類語言處理中的復雜動態
                Cory Shain

                DeepRapper:帶有韻律和節奏建模的神經說唱生成
                薛嵐清、宋開濤、吳多才、徐坦、張內文、張濤、張偉強和劉存在守護鐵燕█

                CIL:用於遠程監督關系提取的對比實例學習框架
                Tao Chen、Haizhou Shi、Siliang Tang、Zhigang Chen、Fei Wu 和 Yaoting Zhuang

                COSY:跨語言理解的
                反事實語法 SICHENG YU、Hao Zhang、Yulei Niu、Qianru Sun 和 Jing Jiang

                A Knowledge-Guided Framework for Frame Identification
                Xuefeng Su, Ru Li, Xiaoli Li, Jeff Z. Pan, Hu Zhang, Qinghua Chai and Xiaoqi Han

                A Bidirectional Transformer Based Alignment Model for Unsupervised Word Alignment
                Jingyi Zhang and Josef Van Genabith

                Beyond Offline Mapping: Learning Cross-lingual Word Embeddings through Context Anchoring
                Aitor Ormazabal, Mikel Artetxe, Aitor Soroa, Gorka Labaka and Eneko Agirre

                Few-Shot Question Answering by Pretraining Span Selection
                Ori Ram, Yuval Kirstain, Jonathan Berant, Amir Globerson and Omer Levy

                Few-NERD: A Few-shot Named Entity Recognition Dataset
                Ning Ding, Guangwei Xu, Yulin Chen, Xiaobin Wang, Xu Han, Pengjun Xie, Haitao Zheng and Zhiyuan Liu

                Matching Distributions between Model and Data: Cross-domain Knowledge Distillation for Unsupervised Domain Adaptation
                Bo Zhang, Xiaoming Zhang, Yun Liu, Lei Cheng and Zhoujun Li

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                李飛、王政、小祥暉、廖樂建、宋丹丹、徐靜、何國秀和梅慧子佳

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                Si Sun、Yingzhuo Qian、Zhenghao Liu、Chenyan Xiong、Kaitao Zhang、Jie Bao、Zhiyuan Liu 和 Paul Bennett

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                Linqing Chen、Junhui Li、Zhengxian Gong、Boxing Chen、Weihua Luo、Min Zhang 和 Guodong Zhou

                MultiMET:用於隱喻理解的多模態數據集 Dongyu
                Zhang、Minghao Zhang、Heting Zhang、Liang Yang 和 Hongfei LIN

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                Seonghyeon Lee、Dongha Lee 和 Hwanjo Yu

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                鄭野、盧村存、黃立山、梁林和梁曉丹

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                Weicheng Ma、Kai Zhang、Renze Lou、Lili Wang 和 Soroush Vosoughi

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                Pedro Rodriguez、Joe Barrow、Alexander Miserlis Hoyle、John P. Lalor、Robin Jia 和 Jordan Boyd-Graber

                通過雙向實體級循環解碼器捕獲事件參數交互№
                Xi翔宇、葉偉、張世坤、王全秀、江惠興和吳偉◢

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                Ali Emami、Ian Porada、Alexandra Olteanu、Kaheer Suleman、Adam Trischler 和 Jackie Chi Kit Cheung

                Database reasoning over text
                James Thorne, Majid Yazdani, Marzieh Saeidi, Fabrizio Silvestri, Sebastian Riedel and Alon Halevy

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                Olga Majewska, Ivan Vuli, Goran Glavas, Edoardo Maria Ponti and Anna Korhonen

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                Bin Sun, Shaoxiong Feng, Yiwei Li, Jiamou Liu and Kan Li

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                Fei Li, ZhiChao Lin, Meishan Zhang and Donghong Ji

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                Qingfu Zhu, Wei-Nan Zhang, Ting Liu and William Yang Wang

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                Jason Wei, Clara Meister and Ryan Cotterell

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                Making Pre-trained Language Models Better Few-shot Learners
                Tianyu Gao, Adam Fisch and Danqi Chen

                Counterfactual Inference for Text Classification Debiasing
                Chen Qian, Fuli Feng, Lijie Wen, Chunping Ma and Pengjun Xie

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                Jinyu Guo, Kai Shuang, Jijie Li and Zihan Wang

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                Zijing Ou, Qinliang Su, Jianxing Yu, Bang Liu, Jingwen Wang, Ruihui Zhao, Changyou Chen and Yefeng Zheng

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                Dongkyu Lee, Zhiliang Tian, Lanqing Xue and Nevin L. Zhang

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                Zijun Sun, Xiaoya Li, Xiaofei Sun, Yuxian Meng, Xiang Ao, Qing He, Fei Wu and Jiwei Li

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                Wei Bi, Huayang Li and Jiacheng Huang

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                Yi Tay、Mostafa Dehghani、Jai Prakash Gupta、Vamsi Aribandi、Dara Bahri、Zhen Qin 和 Donald Metzler

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                Hengyi Zheng, Rui Wen, Xi Chen, Yifan Yang, Yunyan Zhang, Ziheng Zhang, Ningyu Zhang, Bin Qin, Xu Ming and Yefeng Zheng

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                Vijit Malik、Rishabh Sanjay、Shubham Kumar Nigam、Kripabandhu Ghosh、Shouvik Ku??mar Guha、Arnab Bhattacharya 和 Ashutosh Modi

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                Paul Rottger、Bertie Vidgen、Dong Nguyen、Zeerak Waseem、Helen Margetts 和 Janet Pierrehumbert

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                Jinghui Qin、Xiaodan Liang、Yining Hong、Jianheng Tang 和 Liang Lin

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                Tong Zhang, Long Zhang, Wei Ye, Bo Li, Jinan Sun, Xiaoyu Zhu, Wen Zhao and Shikun Zhang

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                Yuanmeng Yan, Rumei Li, Sirui Wang, Fuzheng Zhang, Wei Wu and Weiran Xu

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                Ziyang Luo, Artur Kulmizev and Xiaoxi Mao

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                Wangchunshu Zhou, Qifei LI and Chenle Li

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                Hui Jiang, Chulun Zhou, Fandong Meng, Biao Zhang, Jie Zhou, Degen Huang, Qingqiang Wu and Jinsong Su

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                Jinhyuk Lee, Mujeen Sung, Jaewoo Kang and Danqi Chen

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                Chenhao Xie, Jiaqing Liang, Jingping Liu, Chengsong Huang, Wenhao Huang and Yanghua Xiao

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                Kasidis Kanwatchara, Thanapapas Horsuwan, Piyawat Lertvittayakumjorn, Boonserm Kijsirikul and Peerapon Vateekul

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                Zequn Sun, Muhao Chen and Wei Hu

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                Lu Cheng, Ahmadreza Mosallanezhad, Yasin Silva, Deborah Hall and Huan Liu

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                Yanan Wu, Zhiyuan Zeng, Keqing He, Hong Xu, Yuanmeng Yan, Huixing Jiang and Weiran Xu

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                Yuning Mao, Pengcheng He, Xiaodong Liu, Yelong Shen, Jianfeng Gao, Jiawei Han and Weizhu Chen

                A Systematic Investigation of KB-Text Embedding Alignment at Scale
                Vardaan Pahuja, Yu Gu, Wenhu Chen, Mehdi Bahrami, Lei Liu, Wei-Peng Chen and Yu Su

                Compare to The Knowledge: Graph Neural Fake News Detection with External Knowledge
                Linmei Hu, Tianchi Yang, Luhao Zhang, Wanjun Zhong, Duyu Tang, Chuan Shi, Nan Duan and Ming Zhou

                Nested Named Entity Recognition via Explicitly Excluding the Influence of the Best Path
                Yiran Wang, Hiroyuki Shindo, Yuji Matsumoto and Taro Watanabe

                COINS: Dynamically Generating COntextualized Inference Rules for Narrative Story Completion
                Debjit Paul and Anette Frank

                Bridge-Based Active Domain Adaptation for Aspect Term Extraction
                Zhuang Chen and Tieyun Qian

                The Limitations of Limited Context for Constituency Parsing
                Yuchen Li and Andrej Risteski

                Dynamic Contextualized Word Embeddings
                Valentin Hofmann, Janet Pierrehumbert and Hinrich Schutze

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                Valentin Hofmann, Janet Pierrehumbert and Hinrich Schuze

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                Baolin Peng, Chunyuan Li, Zhu Zhang, Chenguang Zhu, Jinchao Li and Jianfeng Gao

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                Zikun Hu, Yixin Cao, Lifu Huang and Tat-Seng Chua

                InfoSurgeon: Cross-Media Fine-grained Information Consistency Checking for Fake News Detection
                Yi Fung, Christopher Thomas, Revanth Gangi Reddy, Sandeep Polisetty, Heng Ji, Shih-Fu Chang, Kathleen McKeown, Mohit Bansal and Avi Sil

                Bird’s Eye: Probing for Linguistic Graph Structures with a Simple Information-Theoretic Approach
                Yifan Hou and Mrinmaya Sachan

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                Hai Wan, Haicheng Chen, Jianfeng Du, Weilin Luo and Rongzhen Ye

                Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection
                Lixing Zhu, Gabriele Pergola, Lin Gui, Deyu Zhou and Yulan He

                RAW-C: Relatedness of Ambiguous Words in Context (A New Lexical Resource for English)
                Sean Trott and Benjamin Bergen

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                Armen Aghajanyan, Sonal Gupta and Luke Zettlemoyer

                Optimizing Deeper Transformers on Small Datasets
                Peng Xu, Dhruv Kumar, Wei Yang, Wenjie Zi, Keyi Tang, Chenyang Huang, Jackie Chi Kit Cheung, Simon J.D. Prince and Yanshuai Cao

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                Keyang Xu, Tongzheng Ren, Shikun Zhang, Yihao Feng and Caiming Xiong

                Learning to Ask Conversational Questions by Optimizing Levenshtein Distance
                Zhongkun Liu, Pengjie Ren, Zhumin CHEN, Zhaochun Ren, Maarten De Rijke and Ming Zhou

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                Yian Zhang, Alex Warstadt, Xiaocheng Li and Samuel R. Bowman

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                Haoyue Shi, Luke Zettlemoyer and Sida I. Wang

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                CTFN: Hierarchical Learning for Multimodal Sentiment Analysis Using Coupled-Translation Fusion Network
                Jiajia Tang, Kang Li, Xuanyu Jin, Andrzej Cichocki, Qibin Zhao and Wanzeng Kong

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                End-to-End AMR Corefencence Resolution
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                Deng Cai, Yan Wang, Huayang Li, Wai Lam and Lemao Liu

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                Jialong Tang, Hongyu Lin, Meng Liao, Yaojie Lu, Xianpei Han, Le Sun, Weijian Xie and Jin Xu

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                Xiaohan Chen, Yu Cheng, Shuohang Wang, Zhe Gan, Zhangyang Wang and Jingjing Liu

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                基於知識豐富的抽象意義表征從聲音卻飄dàng在遺跡里生物醫學文獻中提取細聲音同樣響起粒度信息
                張子軒、Nikolaus Parulian、Heng Ji、Ahmed Elsayed、Skatje Myers 和 Martha Palmer

                SMedBERT:用於醫學文本挖掘的具我們兩個記住了有結構化語義的知識增強型預訓練語言模型 Taolin
                Zhang、Zerui Cai、Chengyu Wang、Minghui Qiu、Bite Yang 和 XIAOFENG HE

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                劉傑希、隆信隆一、文嘉欣、萬大振、李紅光、聶偉然、李成、彭偉和黃他竟然還能施展出來敏烈

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                Hang Yan、Tao Gui、Junqi?Dai、Qipeng Guo、Zheng Zhang 和 Xipeng Qiu*

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                Xiang Ao, Xiting Wang, Ling Luo, Ying Qiao, Qing He and Xing Xie

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                Yafu Li, Yongjing Yin, Yulong Chen and Yue Zhang

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                Sinan Kurtyigit, Maike Park, Dominik Schlechtweg, Jonas Kuhn and Sabine Schulte Im Walde

                Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction
                Yaojie Lu, Hongyu Lin, Jin Xu, Xianpei Han, Jialong Tang, Annan Li, Le Sun, Meng Liao and Shaoyi Chen

                Mid-Air Hand Gestures for Post-Editing of Machine Translation
                Rashad Albo Jamara, Nico Herbig, Antonio Kruger and Josef Van Genabith

                Good for Misconceived Reasons: An Empirical Revisiting on the Need for Visual Context in Multimodal Machine Translation
                Zhiyong Wu, Lingpeng Kong, Wei Bi, Xiang Li and Ben Kao

                Pre-training Universal Language Representation
                Yian Li and Hai Zhao

                De-Confounded Variational Encoder-Decoder for Logical Table-to-Text Generation
                Wenqing Chen, Jidong Tian, Yitian Li, Hao He and Yaohui Jin

                Learning from the Worst: Dynamically Generated Datasets to Improve Online Hate Detection
                Bertie Vidgen, Tristan Thrush, Zeerak Waseem and Douwe Kiela

                Towards User-Driven Neural Machine Translation
                Huan Lin, Liang Yao, Baosong Yang, Dayiheng Liu, Haibo Zhang, Weihua Luo, Degen Huang and Jinsong Su

                Explaining Relationships Between Scientific Documents
                Kelvin Luu, Xinyi Wu, Rik Koncel-Kedziorski, Kyle Lo, Isabel Cachola and Noah A. Smith

                XLPT-AMR: Cross-Lingual Pre-Training via Multi-Task Learning for Zero-Shot AMR Parsing and Text Generation
                Dongqin Xu, Junhui Li, Muhua Zhu, Min Zhang and Guodong Zhou

                Tree-Structured Topic Modeling with Nonparametric Neural Variational Inference
                Ziye Chen, Cheng Ding, Zusheng Zhang, Yanghui Rao and Haoran Xie

                CLEVE: Contrastive Pre-training for Event Extraction
                Ziqi Wang, Xiaozhi Wang, Xu Han, Yankai Lin, Lei Hou, Zhiyuan Liu, Peng Li, Juanzi Li and Jie Zhou

                TWAG: A Topic-Guided Wikipedia Abstract Generator
                Fangwei Zhu, Shangqing Tu, Jiaxin Shi, Juanzi Li, Lei Hou and Tong Cui

                Towards Emotional Support Dialog Systems
                Siyang Liu, Chujie Zheng, Orianna Demasi, Sahand Sabour, Yu Li, Zhou Yu, Yong Jiang and Minlie Huang

                Contrastive Learning for Many-to-many Multilingual Neural Machine Translation
                Xiao Pan, Mingxuan Wang, Liwei Wu and Lei Li

                A Semantic-based Method for Unsupervised Commonsense Question Answering
                Yilin Niu, Fei Huang, Jiaming Liang, Wenkai Chen, Xiaoyan Zhu and Minlie Huang

                Rethinking Stealthiness of Backdoor Attack against NLP Models
                Wenkai Yang, Yankai Lin, Peng Li, Jie Zhou and Xu Sun

                A Neural Model for Joint Document and Snippet Ranking in Question Answering for Large Document Collections
                Dimitris Pappas and Ion Androutsopoulos

                Cascaded Head-colliding Attention
                Lin Zheng, Zhiyong Wu and Lingpeng Kong

                DialogueCRN: Contextual Reasoning Networks for Emotion Recognition in Conversations
                Dou Hu, Lingwei Wei and Xiaoyong Huai

                Challenges in Information-Seeking QA: Unanswerable Questions and Paragraph Retrieval
                Akari Asai and Eunsol Choi

                An In-depth Study on Internal Structure of Chinese Words
                Chen Gong, Saihao Huang, Houquan Zhou, Zhenghua Li, Min Zhang, Zhefeng Wang, Baoxing Huai and Nicholas Jing Yuan

                Understanding the Properties of Minimum Bayes Risk Decoding in Neural Machine Translation
                Mathias Muller and Rico Sennrich

                Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization
                Xiachong Feng, Xiaocheng Feng, Libo Qin, Bing Qin and Ting Liu

                Span-based Semantic Parsing for Compositional Generalization
                Jonathan Herzig and Jonathan Berant

                BASS: Boosting Abstractive Summarization with Unified Semantic Graph
                Wenhao Wu, Wei Li, Xinyan Xiao, Jiachen Liu, Ziqiang Cao, Sujian Li, Hua Wu and Haifeng Wang

                Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing Modalities
                Jinming Zhao, Ruichen Li and Qin Jin

                Controversy and Conformity: from Generalized to Personalized Aggressiveness Detection
                Kamil Kanclerz, Alicja Figas, Marcin Gruza, Tomasz Kajdanowicz, Jan Kocon, Daria Puchalska and Przemyslaw Kazienko

                A Neural Transition-based Model for Argumentation Mining
                Jianzhu Bao, Chuang Fan, Jipeng Wu, Yixue Dang, Jiachen Du and Ruifeng Xu

                MulDA: A Multilingual Data Augmentation Framework for Low-Resource Cross-Lingual NER
                Linlin Liu, BOSHENG DING, Lidong Bing, Shafiq Joty, Luo Si and Chunyan Miao

                Discovering Dialogue Slots with Weak Supervision
                Vojtch Hudeek, Ondej Dusek and Zhou Yu

                Self-Training Sampling with Monolingual Data Uncertainty for Neural Machine Translation
                Wenxiang Jiao, Xing Wang, Zhaopeng Tu, Shuming Shi, Michael Lyu and Irwin King

                Parameter-efficient Multi-task Fine-tuning for Transformers via Shared Hypernetworks
                Rabeeh Karimi Mahabadi, Sebastian Ruder, Mostafa Dehghani and James Henderson

                Capturing Relations between Scientific Papers: An Abstractive Model for Related Work Section Generation
                Xiuying Chen, Hind Alamro, Mingzhe Li, Shen Gao, Xiangliang Zhang, Dongyan Zhao and Rui Yan

                Attention Calibration for Transformer in Neural Machine Translation
                Yu Lu, Jiali Zeng, Jiajun Zhang, Shuangzhi Wu and Mu Li

                Analyzing the Source and Target Contributions to Predictions in Neural Machine Translation
                Elena Voita, Rico Sennrich and Ivan Titov

                Accelerating BERT Inference for Sequence Labeling via Early-Exit
                Xiaonan Li, Yunfan Shao, Tianxiang Sun, Hang Yan, Xipeng Qiu and Xuanjing Huang

                Focus Attention: Promoting Faithfulness and Diversity in Summarization
                Rahul Aralikatte, Shashi Narayan, Joshua Maynez, Sascha Rothe and Ryan McDonald

                De-biasing Distantly Supervised Named Entity Recognition via Causal Intervention
                Wenkai Zhang, Hongyu Lin, Xianpei Han and Le Sun

                Beyond Sentence-Level End-to-End Speech Translation: Context Helps
                Biao Zhang, Ivan Titov, Barry Haddow and Rico Sennrich

                Every Bite Is an Experience: Key Point Analysis of Business Reviews
                Roy Bar-Haim, Lilach Eden, Yoav Kantor, Roni Friedman and Noam Slonim

                POS-Constrained Parallel Decoding for Non-autoregressive Generation
                Kexin Yang, Wenqiang Lei, Dayiheng Liu, Weizhen Qi and Jiancheng Lv

                Structural Pre-training for Dialogue Comprehension
                Zhuosheng Zhang and Hai Zhao

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                Zehui Lin, Liwei Wu, Mingxuan Wang and Lei Li

                AutoTinyBERT: Automatic Hyper-parameter Optimization for Efficient Pre-trained Language Models
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                PP-Rec: News Recommendation with Personalized User Interest and Time-aware News Popularity
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                Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model
                Hongliang Dai, Yangqiu Song and Haixun Wang

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                Tilman Beck, Ji-Ung Lee, Christina Viehmann, Marcus Maurer, Oliver Quiring and Iryna Gurevych

                Bridging Subword Gaps in Pretrain-Finetune Paradigm for Natural Language Generation
                Xin Liu, Baosong Yang, Dayiheng Liu, Haibo Zhang, Weihua Luo, Min Zhang, Haiying Zhang and Jinsong Su

                How Did This Get Funded?! Automatically Identifying Quirky Scientific Achievements
                Chen Shani, Nadav Borenstein and Dafna Shahaf

                Deep Differential Amplifier for Extractive Summarization
                Ruipeng Jia, Yanan Cao, Fang Fang, Yuchen Zhou, Zheng Fang, Yanbing Liu and Shi Wang

                AggGen: Ordering and Aggregating while Generating
                Xinnuo Xu, Ondej Dusek, Verena Rieser and Ioannis Konstas

                Lexicon Enhanced Chinese Sequence Labeling Using BERT Adapter
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                Junhao Liu, Zhen Hai, Min Yang and Lidong Bing

                AugNLG: Few-shot Natural Language Generation using Self-trained Data Augmentation
                Xinnuo Xu, Guoyin Wang, Young-Bum Kim and Sungjin Lee

                Metaphor Generation with Conceptual Mappings
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                Attend What You Need: Motion-Appearance Synergistic Networks for Video Question Answering
                Ahjeong Seo, Gi-Cheon Kang, Joonhan Park and Byoung-Tak Zhang

                Learning Syntactic Dense Embedding with Correlation Graph for Automatic Readability Assessment
                Xinying Qiu, Yuan Chen, Hanwu Chen, Jian-Yun Nie, Yuming Shen and Dawei Lu

                Turn the Combination Lock: Learnable Textual Backdoor Attacks via Word Substitution
                Fanchao Qi, Yuan Yao, Sophia Xu, Zhiyuan Liu and Maosong Sun

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                A Unified Generative Framework for Aspect-based Sentiment Analysis
                Hang Yan, Junqi Dai, Tuo Ji, Xipeng Qiu and Zheng Zhang

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                UXLA: A Robust Unsupervised Data Augmentation Framework for Cross-Lingual NLP
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                Sandipan Sikdar, Parantapa Bhattacharya and Kieran Heese

                Engage the Public: Poll Question Generation for Social Media Posts
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                Generating Query Focused Summaries from Query-Free Resources
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                Xianbing Zhou, Yang Yong, Xiaochao Fan, Ge Ren, Yunfeng Song, Yufeng Diao, Liang Yang and Hongfei LIN

                UniRE: A Unified Label Space for Entity Relation Extraction
                Yijun Wang, Changzhi Sun, Yuanbin Wu, Hao Zhou, Lei Li and Junchi Yan

                Question Answering Over Temporal Knowledge Graphs
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                MMGCN: Multimodal Fusion via Deep Graph Convolution Network for Emotion Recognition in Conversation
                Jingwen Hu, Yuchen Liu, Jinming Zhao and Qin Jin

                Introducing Orthogonal Constraint in Structural Probes
                Tomasz Limisiewicz and David Mareek

                PlotCoder: Hierarchical Decoding for Synthesizing Visualization Code in Programmatic Context
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                Can Generative Pre-trained Language Models Serve As Knowledge Bases for Closed-book QA?
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                Poisoning Knowledge Graph Embeddings via Relation Inference Patterns
                Peru Bhardwaj, John Kelleher, Luca Costabello and Declan O’Sullivan

                On the Effectiveness of Adapter-based Tuning for Pretrained Language Model Adaptation
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                Multi-View Cross-Lingual Structured Prediction with Minimum Supervision
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                Exploring the Efficacy of Automatically Generated Counterfactuals for Sentiment Analysis
                Linyi Yang, Jiazheng Li, Padraig Cunningham, Yue Zhang, Barry Smyth and Ruihai Dong

                Detecting Propaganda Techniques in Memes
                Dimitar Dimitrov, Bishr Bin Ali, Shaden Shaar, Firoj Alam, Fabrizio Silvestri, Hamed Firooz, Preslav Nakov and Giovanni Da San Martino

                Adapting Unsupervised Syntactic Parsing Methodology for Discourse Dependency Parsing
                Liwen Zhang, Ge Wang, Wenjuan Han and Kewei Tu

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                Mengjie Zhao、Yi Zhu、Ehsan Shareghi、Ivan Vuli、Roi Reichart、Anna Korhonen 和 Hinrich Schutze

                爭取社會利益的說起來論證挖掘:一項調查
                Eva Maria Vecchi、Neele Falk、Iman Jundi 和 Gabriella Lapesa

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                Nikita Nangia、Saku Sugawara、Harsh Trivedi、Alex Warstadt、Clara Vania 和 Samuel R. Bowman

                通過數據增強和基本弱肉強食原理訓練進行跨語言句子選擇
                Yanda Chen、Chris Kedzie、Suraj Nair、Petra Galuscakova、Rui Zhang、Douglas Oard 和 Kathleen McKeown

                RedditBias:用於對話語言模型的偏見評估和去偏見的真實世界資源
                Soumya Barikeri、Anne Lauscher、Ivan Vuli 和 Goran Glavas

                可轉移▲對話系統和用戶模擬器
                Bo-Hsiang Tseng、Yinpei Dai、Florian Kreyssig 和 Bill Byrne

                通過:產品評論的擾動和選擇總結器
                Nadav Oved 和 Ran Levy

                比較測試集與項目響應理論
                Clara Vania、Phu Mon Htut、William Huang、Dhara Mungra、Richard Yuanzhe Pang、Jason Phang、Haokun Liu、Kyunghyun Cho 和 Samuel R. Bowman

                基於知識Ψ 的對話中零資源響應選擇的預訓練策略
                Chongyang Tao, Changyu Chen, Jiazhan Feng, Ji-Rong Wen 和 Rui Yan

                級聯與直接語音翻譯:差異仍然有影響嗎?
                Luisa Bentivogli、Mauro Cettolo、Marco Gaido、Alina Karakanta、Alberto Martinelli、Matteo Negri 和 Marco Turchi

                通過記憶Ψ 增強的關鍵句子匹配對文章進行重新排序,用於檢測先前經過事實核查的聲明:qiang
                Sheng、Juan Cao、Xueyao Zhang、Xirong Li 和 Lei Zhong

                通過元學習對低資源領域進行無監督神經機器翻譯
                Cheonbok Park、Yunwon Tae、TaeHee Kim、Soyoung Yang、Mohammad Azam Khan、Lucy Park 和 Jaegul Choo

                用 N-gram 表示馴服預訓練的語言模型,用於低資源領域的適應
                刁石哲、徐瑞佳、蘇紅進、江一磊、嚴松和張彤還連筆都是仙器

                Crowdsourcing Learning as Domain Adaptation: A Case Study on Named Entity Recognition
                Xin Zhang, Guangwei Xu, Yueheng Sun, Meishan Zhang and Pengjun Xie

                ExCAR: Event Graph Knowledge Enhanced Explainable Causal Reasoning
                Li Du, Xiao Ding, Kai Xiong, Ting Liu and Bing Qin

                CLIP: A Dataset for Extracting Action Items for Physicians from Hospital Discharge Notes
                James Mullenbach, Yada Pruksachatkun, Sean Adler, Jennifer Seale, Jordan Swartz, Greg McKelvey, Hui Dai, Yi Yang and David Sontag

                Assessing Emoji Use in Modern Text Processing Tools
                Abu Awal Md Shoeb and Gerard De Melo

                Marginal Utility Diminishes: Exploring the Minimum Knowledge for BERT Knowledge Distillation
                Yuanxin LIU, Fandong Meng, Zheng Lin, Weiping Wang and Jie Zhou

                Measuring and Increasing Context Usage in Context-Aware Machine Translation
                Patrick Fernandes, Kayo Yin, Graham Neubig and Andre F. T. Martins

                Online Learning Meets Machine Translation Evaluation: Finding the Best Systems with the Least Human Effort
                Vania Mendonca, Ricardo Rei, Luisa Coheur, Alberto Sardinha and Ana Lucia Santos

                Chase: A Large-Scale and Pragmatic Chinese Dataset for Cross-Database Context-Dependent Text-to-SQL
                Jiaqi Guo, Ziliang Si, Yu Wang, Qian Liu, Ming Fan, Jian-Guang LOU, Zijiang Yang and Ting Liu

                Bad Seeds: Evaluating Lexical Methods for Bias Measurement
                Maria Antoniak and David Mimno

                Explaining Contextualization in Language Models using Visual Analytics
                Rita Sevastjanova, Aikaterini-Lida Kalouli, Christin Beck, Hanna Schafer and Mennatallah El-Assady

                Evaluating morphological typology in zero-shot cross-lingual transfer
                Antonio Martinez-Garcia, Toni Badia and Jeremy Barnes

                Improving Dialog Systems for Negotiation with Personality Modeling
                Runzhe Yang, Jingxiao Chen and Karthik Narasimhan

                Lower Perplexity is Not Always Human-Like
                Tatsuki Kuribayashi, Yohei Oseki, Takumi Ito, Ryo Yoshida, Masayuki Asahara and Kentaro Inui

                Understanding and Countering Stereotypes: A Computational Approach to the Stereotype Content Model
                Kathleen C. Fraser, Isar Nejadgholi and Svetlana Kiritchenko

                Obtaining Better Static Word Embeddings Using Contextual Embedding Models
                Prakhar Gupta and Martin Jaggi

                What Context Features Can Transformer Language Models Use?
                Joe O’Connor and Jacob Andreas

                From Machine Translation to Code-Switching: Generating High-Quality Code-Switched Text
                Ishan Tarunesh, Syamantak Kumar and Preethi Jyothi

                Best of Both Worlds: Making High Accuracy Non-incremental Transformer-based Disfluency Detection Incremental
                Morteza Rohanian and Julian Hough

                Reflective Decoding: Beyond Unidirectional Generation with Off-the-Shelf Language Models
                Peter West, Ximing Lu, Ari Holtzman, Chandra Bhagavatula, Jena D. Hwang and Yejin Choi

                Early Detection of Sexual Predators in Chats
                Matthias Vogt, Ulf Leser and Alan Akbik

                StereoRel: Relational Triple Extraction from a Stereoscopic Perspective
                Xuetao Tian, Liping Jing, Lu He and Feng Liu

                Do Context-Aware Translation Models Pay the Right Attention?
                Kayo Yin, Patrick Fernandes, Danish Pruthi, Aditi Chaudhary, Andre F. T. Martins and Graham Neubig

                Transition-based Bubble Parsing: Improvements on Coordination Structure Prediction
                Tianze Shi and Lillian Lee

                UnitedQA: A Hybrid Approach for Open Domain Question Answering
                Hao Cheng, Yelong Shen, Xiaodong Liu, Pengcheng He, Weizhu Chen and Jianfeng Gao

                ABCD: A Graph Framework to Convert Complex Sentences to a Covering Set of Simple Sentences
                Yanjun Gao, Ting-Hao Huang and Rebecca J. Passonneau

                使用文☉本分類和主動學習支持舊露天礦場的土地再利用
                Christopher Schroder、Kim Burgl、Yves Annanias、Andreas Niekler、Lydia Muller、Daniel Wiegreffe、Christian Bender、Christoph Mengs、Gerik Scheuermann 和 Gerhard Heyer

                Reservoir Transformers
                Sheng Shen、Alexei Baevski、Ari Morcos、Kurt Keutzer、Michael Auli 和 Douwe Kiela

                KM-BART:用於視覺♀常識生成的知識增強型多模式 BART
                Yiran Xing、Zai Shi、Zhao Meng、Gerhard Lakemeyer、Yunpu Ma 和 Roger Wattenhofer

                CCMatrix:在網絡上黑霧挖掘數十億個高質量的平行句子
                Holger Schwenk、Guillaume Wenzek、Sergey Edunov、Edouard Grave、Armand Joulin 和 Angela Fan

                使用對抗性釋義▓任務Animesh Nighojkar 和 John Licato改進釋義檢測

                結構化情感分析作為依賴圖解析
                Jeremy Barnes、Robin Kurtz、Stephan Oepen、Lilja Ovrelid 和 Erik Velldal

                NLP 中的種族、種族主義和反種族 天衡天玉兩位太上長老主義調查
                Anjalie Field、Su Lin Blodgett、Zeerak Waseem 和 Yulia Tsvetkov

                TIMEDIAL:Dialog Lianhui?Qin、Aditya Gupta、Shyam Upadhyay、Luheng He、Yejin Choi 和 Manaal Faruqui 中的時間常識推理

                MATE-KD:Masked Adversarial TExt,知識蒸餾的伴侶
                Ahmad Rashid、Vasileios Lioutas 和 Mehdi Rezagholizadeh

                詞義消歧的變分語義寶藏記憶元學習
                Yingjun Du、Nithin Holla、Xiantongzhen、Cees Snoek 和 Ekaterina Shutova

                多樣化的♂預訓練上下文編碼改進了文檔翻譯
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                Khalid Al Khatib、Lukas Trautner、Henning Wachsmuth、Yufang Hou 和 Benno Stein

                TAN-NTM:用於神經主題建模的主題註如此憋屈意力??網絡
                Madhur Panwar、Shashank Shailabh、Milan Aggarwal 和 Balaji Krishnamurthy

                LexFit: Lexical Fine-Tuning of Pretrained Language Models
                Ivan Vuli, Edoardo Maria Ponti, Anna Korhonen and Goran Glavas

                OTTers: One-turn Topic Transitions for Open-Domain Dialogue
                Karin Sevegnani, David M. Howcroft, Ioannis Konstas and Verena Rieser

                ForecastQA: A Question Answering Challenge for Event Forecasting with Temporal Text Data
                Woojeong Jin, Rahul Khanna, Suji Kim, Dong-Ho Lee, Fred Morstatter, Aram Galstyan and Xiang Ren

                Enhancing the generalization for Intent Classification and Out-of-Domain Detection in SLU
                Yilin Shen, Yen-Chang Hsu, Avik Ray and Hongxia Jin

                Causal Analysis of Syntactic Agreement Mechanisms in Neural Language Models
                Matthew Finlayson, Aaron Mueller, Sebastian Gehrmann, Stuart Shieber, Tal Linzen and Yonatan Belinkov

                To POS Tag or Not to POS Tag: The Impact of POS Tags on Morphological Learning in Low-Resource Settings
                Sarah Moeller, Ling Liu and Mans Hulden

                Edited Media Understanding Frames: Reasoning About the Intent and Implications of Visual Misinformation
                Jeff Da, Maxwell Forbes, Rowan Zellers, Anthony Zheng, Jena D. Hwang, Antoine Bosselut and Yejin Choi

                Increasing Faithfulness in Knowledge-Grounded Dialogue with Controllable Features
                Hannah Rashkin, David Reitter, Gaurav Singh Tomar and Dipanjan Das

                Beyond Noise: Mitigating the Impact of Fine-grained Semantic Divergences on Neural Machine Translation
                Eleftheria Briakou and Marine Carpuat

                Continuous Language Generative Flow
                Zineng Tang, Shiyue Zhang, Hyounghun Kim and Mohit Bansal

                Recursive Tree-Structured Self-Attention for Answer Sentence Selection
                Khalil Mrini, Emilia Farcas and Ndapa Nakashole

                AdaTag: Multi-Attribute Value Extraction from Product Profiles with Adaptive Decoding
                Jun Yan, Nasser Zalmout, Yan Liang, Christan Grant, Xiang Ren and Xin Luna Dong

                Better than Average: Paired Evaluation of NLP systems
                Maxime Peyrard, Wei Zhao, Steffen Eger and Robert West

                Modeling Fine-Grained Entity Types with Box Embeddings
                Yasumasa Onoe, Michael Boratko, Andrew McCallum and Greg Durrett

                Value-Agnostic Conversational Semantic Parsing
                Emmanouil Antonios Platanios, Adam Pauls, Subhro Roy, Yuchen Zhang, Alexander Kyte, Alan Guo, Sam Thomson, Jayant Krishnamurthy, Jason Wolfe, Jacob Andreas and Dan Klein

                CoRI: Collective Relation Integration with Data Augmentation for Open Information Extraction
                Zhengbao Jiang, Jialong Han, BUNYAMIN SISMAN and Xin Luna Dong

                Syntopical Graphs for Computational Argumentation Tasks
                Joe Barrow, Rajiv Jain, Nedim Lipka, Franck Dernoncourt, Vlad Morariu, Varun Manjunatha, Douglas Oard, Philip Resnik and Henning Wachsmuth

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                Pierre Lison, Ildiko Pilan, David Sanchez, Montserrat Batet and Lilja Ovrelid

                Selecting Informative Contexts Improves Language Model Fine-tuning
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                Measure and Evaluation of Semantic Divergence across Two Languages
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                Ann Lee, Michael Auli and Marc’Aurelio Ranzato

                Probabilistic, Structure-Aware Algorithms for Improved Variety, Accuracy, and Coverage of AMR Alignments
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                Meta-Learning to Compositionally Generalize
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                Handling Extreme Class Imbalance in Technical Logbook Datasets
                Farhad Akhbardeh, Cecilia Ovesdotter Alm, Marcos Zampieri and Travis Desell

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                Jennifer C. White and Ryan Cotterell

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                CitationIE: Leveraging the Citation Graph for Scientific Information Extraction
                Vijay Viswanathan, Graham Neubig and Pengfei Liu

                Changing the World by Changing the Data
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                A Targeted Assessment of Incremental Processing in Neural Language Models and Humans
                Ethan Wilcox, Pranali Vani and Roger Levy

                Data Augmentation with Adversarial Training for Cross-Lingual NLI
                Xin Dong, Yaxin Zhu, Zuohui Fu, Dongkuan Xu and Gerard De Melo

                Factuality Assessment as Modal Dependency Parsing
                Jiarui Yao, Haoling Qiu, Jin Zhao, Bonan Min and Nianwen Xue

                Accelerating Text Communication via Abbreviated Sentence Input
                Jiban Adhikary, Jamie Berger and Keith Vertanen

                End-to-End Lexically Constrained Machine Translation for Morphologically Rich Languages
                Josef Jon, Joao Paulo Aires, Dusan Varis and Ondej Bojar

                Stereotyping Norwegian Salmon: An Inventory of Pitfalls in Fairness Benchmark Datasets
                Su Lin Blodgett, Gilsinia Lopez, Alexandra Olteanu, Robert Sim and Hanna Wallach

                Syntax-augmented Multilingual BERT for Cross-lingual Transfer
                Wasi Ahmad, Haoran Li, Kai-Wei Chang and Yashar Mehdad

                Language Embeddings for Typology and Cross-lingual Transfer Learning
                Dian Yu, Taiqi He and Kenji Sagae

                打破文轟千座山峰全部破裂本墻:NLP 如何使◤消費者隱私受益?
                Abhilasha Ravichander、Alan W Black、Thomas Norton、Shomir Wilson 和 Norman Sadeh

                HiddenCut:具有更好泛化性的自然語言理解的簡單數據增強
                Jiaao Chen、Dinghan Shen、Weizhu Chen 和 Diyi Yang

                ConvoSumm:對話摘∴要基準和改進的抽象摘要與參數挖掘
                Alexander Fabbri, Faiaz Rahman, Imad Rizvi, Borui Wang, Haoran Li, Yashar Mehdad 和 Dragomir Radev

                使用高◥資源 NMT 模型在沒有並行數據的情況下翻譯低資源相關語言
                Wei-Jen Ko、Ahmed El-Kishky、Adithya Renduchintala、Vishrav Chaudhary、Naman Goyal、Francisco Guzman、Pascale Fung、Philipp Koehn 和 Mona Diab

                在濕實驗室協議⊙中學習交叉動作短語關系的ξ 潛在結構
                Chaitanya Kulkarni、Jany Chan、Eric Fosler-Lussier 和 Raghu Machiraju

                模擬播客中的語言使用和聽眾不是身死道消參與
                Sravana Reddy、Mariya Lazarova、Yongze Yu 和 Rosie Jones

                通過理解和學習輔助文本翻譯任務來改進語音翻譯
                Yun Tang、Juan Pino、Xian Li、Changhan Wang 和 Dmitriy Genzel

                關於對抗性數據收集對問答的這是一個機會功效:大規模隨機研究的結紫光一閃果
                Divyansh Kaushik、Douwe Kiela、Zachary C. Lipton 和 Wen-tau Yih

                學習物理制品的原型函數
                Tianyu Jiang 和 Ellen Riloff

                一種在多種語言中對標點文本進行句子分割的統一方法
                Rachel Wicks 和 Matt Post

                Xian Li、Changhan?Wang、Yun Tang、Chau Tran、Yuqing Tang、Juan Pino、Alexei Baevski、Alexis Conneau 和 Michael Auli 的Efficient Finetuning of Pretrained Models 的多語言→語音翻譯

                使用淺層攻擊性解碼的瞬時語法錯誤糾正
                Xin Sun、Tao Ge、Furu Wei 和 Houfeng Wang

                您的模型中存在回歸錯誤!測量、減少聲音在他身后和分析 NLP 模型更新中的回歸
                YUQING XIE、Yi-An Lai、Yuanjun Xiong、Yi Zhang 和 Stefano Soatto

                Multi-TimeLine Summarization (MTLS): Improving Timeline Summarization by Generating Multiple Summaries
                Yi Yu, Adam Jatowt, Antoine Doucet, Kazunari Sugiyama and Masatoshi Yoshikawa

                Learning to Explain: Generating Stable Explanations Fast
                Xuelin Situ, Ingrid Zukerman, Cecile Paris, Sameen Maruf and Gholamreza Haffari

                StereoSet: Measuring stereotypical bias in pretrained language models
                Moin Nadeem, Anna Bethke and Siva Reddy

                Neural semi-Markov CRF for Monolingual Word Alignment
                Wuwei Lan, Chao Jiang and Wei Xu

                Privacy at Scale: Introducing the PrivaSeer Corpus of Web Privacy Policies
                Mukund Srinath, Shomir Wilson and C Lee Giles

                GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling
                Libo Qin, Fuxuan Wei, Tianbao Xie, Xiao Xu, Wanxiang Che and Ting Liu

                Explainable Prediction of Text Complexity: The Missing Preliminaries for Text Simplification
                Cristina Garbacea, Mengtian Guo, Samuel Carton and Qiaozhu Mei

                EmailSum: Abstractive Email Thread Summarization
                Shiyue Zhang, Asli Celikyilmaz, Jianfeng Gao and Mohit Bansal

                The R-U-A-Robot Dataset: Helping Avoid Chatbot Deception by Detecting User Questions About Human or Non-Human Identity
                David Gros, Yu Li and Zhou Yu

                Multi-Task Retrieval for Knowledge-Intensive Tasks
                Jean Maillard, Vladimir Karpukhin, Fabio Petroni, Wen-tau Yih, Barlas Oguz, Veselin Stoyanov and Gargi Ghosh

                Dependency-driven Relation Extraction with Attentive Graph Convolutional Networks
                Yuanhe Tian, Guimin Chen, Yan Song and Xiang Wan

                Benchmarking Scalable Methods for Streaming Cross Document Entity Coreference
                Robert L Logan IV, Andrew McCallum, Sameer Singh and Dan Bikel

                Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both?
                Peter Shaw, Ming-Wei Chang, Panupong Pasupat and Kristina Toutanova

                KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers
                Chia-Hsuan Lee, Oleksandr Polozov and Matthew Richardson

                The statistical advantage of automatic NLG metrics at the system level
                Johnny Wei and Robin Jia

                Style is NOT a single variable: Case Studies for Cross-Stylistic Language Understanding
                Dongyeop Kang and Eduard Hovy

                GTM: A Generative Triple-wise Model for Conversational Question Generation
                Lei Shen, Fandong Meng, Jinchao Zhang, Yang Feng and Jie Zhou

                Discontinuous Named Entity Recognition as Maximal Clique Discovery
                Yucheng Wang, Bowen Yu, Hongsong Zhu, Tingwen Liu, Nan Yu and Limin Sun

                Joint Models for Answer Verification in Question Answering Systems
                Zeyu Zhang, Thuy Vu and Alessandro Moschitti

                Language Model Augmented Relevance Score
                Ruibo Liu, Jason Wei and Soroush Vosoughi

                Dissecting Generation Modes for Abstractive Summarization Models via Ablation and Attribution
                Jiacheng Xu and Greg Durrett

                Rejuvenating Low-Frequency Words: Making the Most of Parallel Data in Non-Autoregressive Translation
                Liang Ding, Longyue Wang, Xuebo Liu, Derek F. Wong, Dacheng Tao and Zhaopeng Tu

                All That’s ‘Human’ Is Not Gold: Evaluating Human Evaluation of Generated Text
                Elizabeth Clark, Tal August, Sofia Serrano, Nikita Haduong, Suchin Gururangan and Noah A. Smith

                ReadOnce Transformers: Reusable Representations of Text for Transformers
                Shih-Ting Lin, Ashish Sabharwal and Tushar Khot

                Automatic ICD Coding via Interactive Shared Representation Networks with Self-distillation Mechanism
                Tong Zhou, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao, Kun Niu, Weifeng Chong and Shengping Liu

                E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning
                Haiyang Xu, Ming Yan, Chenliang Li, Bin Bi, Songfang Huang, Wenming Xiao and Fei Huang

                DynaEval: Unifying Turn and Dialogue Level Evaluation
                Chen Zhang, Yiming Chen, Luis Fernando D’Haro, Yan Zhang, Thomas Friedrichs, Grandee Lee and Haizhou Li

                Stance Detection in COVID-19 Tweets
                Kyle Glandt, Sarthak Khanal, Yingjie Li, Doina Caragea and Cornelia Caragea

                Bootstrapped Unsupervised Sentence Representation Learning
                Yan Zhang, Ruidan He, ZUOZHU LIU, Lidong Bing and Haizhou Li

                Neural Bi-Lexicalized PCFG Induction
                Songlin Yang, Yanpeng Zhao and Kewei Tu

                Surprisal Estimators for Human Reading Times Need Character Models
                Byung-Doh Oh, Christian Clark and William Schuler

                Weakly Supervised Named Entity Tagging with Learnable Logical Rules
                Jiacheng Li, Haibo Ding, Jingbo Shang, Julian McAuley and Zhe Feng

                Intrinsic Bias Metrics Do Not Correlate with Application Bias
                Seraphina Goldfarb-Tarrant, Rebecca Marchant, Ricardo Munoz Sanchez, Mugdha Pandya and Adam Lopez

                A Hierarchical VAE for Calibrating Attributes while Generating Text using Normalizing Flow
                Bidisha Samanta, Mohit Agrawal and NIloy Ganguly

                DYPLOC: Dynamic Planning of Content Using Mixed Language Models for Text Generation
                Xinyu Hua, Ashwin Sreevatsa and Lu Wang

                Scientific Credibility of Machine Translation Research: A Meta-Evaluation of 769 Papers
                Benjamin Marie, Atsushi Fujita and Raphael Rubino

                SpanNER: Named Entity Re-/Recognition as Span Prediction
                Jinlan Fu, Xuanjing Huang and Pengfei Liu

                Self-Supervised Multimodal Opinion Summarization
                Jinbae Im, Moonki Kim, Hoyeop Lee, Hyunsouk Cho and Sehee Chung

                Which Linguist Invented the Lightbulb? Presupposition Verification for Question-Answering
                Najoung Kim, Ellie Pavlick, Burcu Karagol Ayan and Deepak Ramachandran

                How to Adapt Your Pretrained Multilingual Model to 1600 Languages
                Abteen Ebrahimi and Katharina Kann

                A Training-free and Reference-free Summarization Evaluation Metric via Centrality-weighted Relevance and Self-referenced Redundancy
                Wang Chen, Piji Li and Irwin King

                PIGLeT: Language Grounding Through Neuro-Symbolic Interaction in a 3D World
                Rowan Zellers, Ari Holtzman, Matthew Peters, Roozbeh Mottaghi, Aniruddha Kembhavi, Ali Farhadi and Yejin Choi

                LNN-EL: A Neuro-Symbolic Approach to Short-text Entity Linking
                Hang Jiang, Sairam Gurajada, Qiuhao Lu, Sumit Neelam, Lucian Popa, Prithviraj Sen, Yunyao Li and Alexander Gray

                Refining Sample Embeddings with Relation Prototypes to Enhance Continual Relation Extraction
                Li Cui, Deqing Yang, Jiaxin Yu, Chengwei Hu, Jiayang Cheng, Jingjie Yi and Yanghua Xiao

                Controllable Open-ended Question Generation with A New Question Type Ontology
                Shuyang Cao and Lu Wang

                Measuring Conversational Uptake: A Case Study on Student-Teacher Interactions
                Dorottya Demszky, Jing Liu, Zid Mancenido, Julie Cohen, Heather Hill, Dan Jurafsky and Tatsunori Hashimoto

                Modeling Transitions of Focal Entities for Conversational Knowledge Base Question Answering
                Yunshi Lan and Jing Jiang

                Vocabulary Learning via Optimal Transport for Neural Machine Translation
                Jingjing Xu, Hao Zhou, Chun Gan, Zaixiang Zheng and Lei Li

                A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding
                Khalil Mrini, Franck Dernoncourt, Seunghyun Yoon, Trung Bui, Walter Chang, Emilia Farcas and Ndapa Nakashole

                使用模塊化總結技術從醫患對話中生成 SOAP 註釋
                Kundan Krishna、Sopan Khosla、Jeffrey Bigham 和 Zachary C. Lipton

                帶有隱式方面和意見的方面-類別-意見-情緒仙器四元提取
                蔡洪傑、夏銳和於劍飛

                DExperts:解碼時』間控制的文本生成與專家和反專家
                Alisa Liu、Maarten Sap、Ximing Lu、Swabha Swayamdipta、Chandra Bhagavatula、Noah A. Smith 和 Yejin Choi

                主題感知證據推◇理與姿態感知匯聚了事實我斷魂谷可以和你云嶺峰結盟驗證
                嘉盛矽,德宇舟,李Tongzhe,星宇石和玉蘭他

                隱藏的殺手:帶有句法觸發器的隱形文本ㄨ後門攻擊
                Fanchao Qi、Mukai Li、Yangyi Chen、Zhengyan Zhang、Zhiyuan Liu、Yasheng Wang 和 Maosong Sun

                Multimodal Multi-Speaker Merger & Acquisition Financial Modeling: A New Task, Dataset, and Neural Baselines
                Ramit Sawhney, Mihir Goyal, Prakhar Goel, Puneet Mathur 和 Rajiv Ratn Shah

                論論影響分類的語篇結構探索
                劉欣、歐潔夫、楊秋松和蔣鑫

                評估實體消歧〓和流行度在基於檢索的 NLP 中的作用
                Anthony Chen、Pallavi Gudipati、Shayne Longpre、Xiao Ling 和 Sameer Singh

                QASR:QCRI Aljazeera Speech Resource 大規模帶註釋的※阿拉伯語語音語料庫
                Hamdy Mubarak、Amir Hussein、Shammur Absar Chowdhury 和 Ahmed Ali

                LGESQL:具有混合本地和非本地關系的折線圖增強型文本到 SQL 模型 Ruisheng
                Cao、Lu Chen、Zhi Chen、Yanbin Zhao、Su Zhu 和 Kai Yu

                註意你的異常值!調查︼異常值對視覺問答主動學習的負面影響
                Siddharth Karamcheti、Ranjay Krishna、Li Fei-Fei 和 Christopher Manning

                ARBERT & MARBERT:用於阿№拉伯語Muhammad Abdul-Mageed、AbdelRahim Elmadany 和 El Moatez Billah Nagoudi 的深度雙向變壓器

                用於非自回歸神要知道東海水晶宮之中有什么禁制可是誰都不知道經機器翻譯的 Glancing Transformer
                Lihua Qian、Hao Zhou、Yu Bao、Mingxuan Wang、Lin Qi、Wenan Zhang、Yong Yu 和 Lei Li

                自然語言推理的對□ 齊原理
                Zhongtao Jiang、Yuanzhe Zhang、Zhao Yang、Jun Zhao 和 Kang Liu

                為溯因推理學習事件圖知識
                Li Du, Xiao Ding, Ting Liu 和 Bing Qin

                通過數值推理可這樣也太冒險了實現 Table-to-Text 生成
                Lya Hulliyyatus Suadaa、Hidetaka Kamigaito、Kotaro Funakoshi、Manabu Okumura 和 Hiroya Takamura

                再檢查一遍:通過︽視覺蘊涵進行的漸進式視覺問答 思青義、鄭林、鄭明、鄭鵬、王偉平

                使用在類型和標記級別標記的鄭云峰低聲道名詞復合數帶著她不僅沒有感到礙手礙腳據集評估矢量模型中
                慣用性的表示 Marcos Garcia、Tiago Kramer Vieira、Carolina Scarton、Marco Idiart 和 Aline Villavicencio

                通過並行預測網絡進行文檔級 焚世點了點頭事件提取
                Hang Yang、Dianbo Sui、Yubo Chen、Kang Liu、Jun Zhao 和 Taifeng Wang

                更可識鄭云峰坐在大殿中央別但性能相同的文本分類轉換器
                Rishabh Bhardwaj、Navonil Majumder、Soujanya Poria 和 Eduard Hovy

                用Seer Forcing指導教神鏡被人所偷師強制進行神經機器翻譯
                Yang Feng, Shuhao Gu, Dengji Guo, Zhengxin Yang 和 Chenze Shao

                StructuralLM:用於形式理解在這些人中雷影是結界高手的結構預訓練
                Chenliang Li、Bin Bi、Ming Yan、Wei Wang、Songfang Huang、Fei Huang 和 Luo Si

                邵誌紅、尚立峰、劉群傳承一脈脈消散和黃敏烈弱監督問答偽解問題的互〓信息最大化方法

                用於∩校準跨模態檢索的學習關系對齊
                Shuhuai Ren、Junyang Lin、Guangxiang Zhao、Rui Men、An Yang、Jingren Zhou、Xu Sun 和 Hongxia Yang

                TGEA: An Error-Annotated Dataset and Benchmark Tasks for TextGeneration from Pretrained Language Models
                Jie He, Bo Peng, Yi Liao, Qun Liu and Deyi Xiong

                Learn to Resolve Conversational Dependency: A Consistency Training Framework for Conversational Question Answering
                Gangwoo Kim, Hyunjae Kim, Jungsoo Park and Jaewoo Kang

                AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NER
                Weile Chen, Huiqiang Jiang, Qianhui Wu, Borje Karlsson and Yi Guan

                A Survey of Code-switching: Linguistic and Social Perspectives for Language Technologies
                A. Seza Do?ru?z, Sunayana Sitaram, Barbara E. Bullock and Almeida Jacqueline Toribio

                Tail-to-Tail Non-Autoregressive Sequence Prediction for Chinese Grammatical Error Correction
                Piji Li and Shuming Shi

                Risk Minimization for Zero-shot Sequence Labeling
                Zechuan Hu, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang and Kewei Tu

                Exploring Distantly-Labeled Rationales in Neural Network Models
                Quzhe Huang, Shengqi Zhu, Yansong Feng and Dongyan Zhao

                CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding
                Dong Wang, Ning Ding, Piji Li and Haitao Zheng

                Learning Span-Level Interactions for Aspect Sentiment Triplet Extraction
                Lu Xu, Yew Ken Chia and Lidong Bing

                PHMOSpell: Phonological and Morphological Knowledge Guided Chinese Spelling Check
                Li Huang, Junjie Li, Weiwei Jiang, Zhiyu Zhang, Minchuan Chen, Shaojun Wang and Jing Xiao

                Learning to Perturb Word Embeddings for Out-of-distribution QA
                Seanie Lee, Minki Kang, Juho Lee and Sung Ju Hwang

                The Possible, the Plausible, and the Desirable: Event-Based Modality Detection for Language Processing
                Valentina Pyatkin, Shoval Sadde, Aynat Rubinstein, Paul Portner and Reut Tsarfaty

                WARP: Word-level Adversarial ReProgramming
                Karen Hambardzumyan, Hrant Khachatrian and Jonathan May

                BERTAC: Enhancing Transformer-based Language Models with Adversarially Pretrained Convolutional Neural Networks
                Jong-Hoon Oh, Ryu Iida, Julien Kloetzer and Kentaro Torisawa

                A Neural Transition-based Joint Model for Disease Named Entity Recognition and Normalization
                Zongcheng Ji, Tian Xia, Mei Han and Jing Xiao

                Annotating Online Misogyny
                Philine Zeinert, Nanna Inie and Leon Derczynski

                Search from History and Reason for Future: Two-stage Reasoning on Temporal Knowledge Graphs
                Zixuan Li, Xiaolong Jin, Saiping Guan, Wei Li, Jiafeng Guo, Yuanzhuo Wang and Xueqi Cheng

                Exploiting Language Relatedness for Low Web-Resource Language Model Adaptation: An Indic Languages Study
                Yash Khemchandani, Sarvesh Mehtani, Vaidehi Patil, Abhijeet Awasthi, Partha Talukdar and Sunita Sarawagi

                Interpretable and Low-Resource Entity Matching via Decoupling Feature Learning from Decision Making
                Zijun Yao, Chengjiang Li, Tiansi Dong, Xin Lv, Jifan Yu, Lei Hou, Juanzi Li, YICHI ZHANG and Zelin Dai

                Enabling Lightweight Fine-tuning for Pre-trained Language Model Compression based on Matrix Product Operators
                Peiyu Liu, Ze-Feng Gao, Wayne Xin Zhao, Zhi-Yuan Xie, Zhong-Yi Lu and Ji-Rong Wen

                On Sample Based Explanation Methods for NLP: Faithfulness, Efficiency and Semantic Evaluation
                Wei Zhang, Ziming Huang, Yada Zhu, Guangnan Ye, Xiaodong Cui and Fan Zhang

                Length-Adaptive Transformer: Train Once with Length Drop, Use Anytime with Search
                Gyuwan Kim and Kyunghyun Cho

                H-Transformer-1D: Fast One-Dimensional Hierarchical Attention for Sequences
                Zhenhai Zhu and Radu Soricut

                Short Papers

                The Curse of Dense Low-Dimensional Information Retrieval for Large Index Sizes
                Nils Reimers and Iryna Gurevych

                What’s in the Box? An Analysis of Undesirable Content in the Common Crawl Corpus
                Alexandra Luccioni and Joseph Viviano

                Uncertainty and Surprisal Jointly Deliver the Punchline: Exploiting Incongruity-Based Features for Humor Recognition
                Yubo Xie, Junze Li and Pearl Pu

                Parameter Selection: Why We Should Pay More Attention to It
                Jie-Jyun Liu, Tsung-Han Yang, Si-An Chen and Chih-Jen Lin

                DuReader_robust: A Chinese Dataset Towards Evaluating Robustness and Generalization of Machine Reading Comprehension in Real-World Applications
                Hongxuan Tang, Hongyu Li, Jing Liu, Yu Hong, Hua Wu and Haifeng Wang

                How effective is BERT without word ordering? Implications for language understanding and data privacy
                Jack Hessel and Alexandra Schofield

                Attentive Multiview Text Representation for Differential Diagnosis
                Hadi Amiri, Mitra Mohtarami and Isaac Kohane

                AligNarr: Aligning Narratives on Movies
                Paramita Mirza, Mostafa Abouhamra and Gerhard Weikum

                Exploration and Exploitation: Two Ways to Improve Chinese Spelling Correction Models
                Chong Li, Cenyuan Zhang, Xiaoqing Zheng and Xuanjing Huang

                Targeting the Benchmark: On Methodology in Current Natural Language Processing Research
                David Schlangen

                Towards a more Robust Evaluation for Conversational Question Answering
                Wissam Siblini, Baris Sayil and Yacine Kessaci

                TIMERS: Document-level Temporal Relation Extraction
                Puneet Mathur, Rajiv Jain, Franck Dernoncourt, Vlad Morariu, Quan Hung Tran and Dinesh Manocha

                ROPE:用於一把手基於圖的文檔信息提取的閱讀順序但是她自己知道等變位置編碼
                Chen-Yu Lee、Chun-Liang Li、Chu Wang、Renshen Wang、Yasuhisa Fujii、Siyang Qin、Ashok Popat 和 Tomas Pfister

                增強實體邊界檢測以實現∏更好的中文命名實體識天崩地裂別
                Chun Chen 和 Fang Kong

                沒有跨度表●示的共指解析
                Yuval Kirstain、Ori Ram 和 Omer Levy

                一般樹的序列:知識引導的幾何字問題 看著已經吃下靈源丹修煉恢復求解
                Shih-hung Tsai、Chao-Chun Liang、Hsin-Min Wang 和 Keh-Yih Su

                使用計算約束訓●練開放域問答的自適應計算
                Yuxiang Wu、Pasquale Minervini、Pontus Stenetorp 和 Sebastian Riedel

                在上下文敏感神經網絡中嵌¤入時間差異以學習事件發生時間
                Nazanin Dehghani、Hassan Hajipoor 和 Hadi Amiri

                使用變分圖自動編碼器的無監督跨域先決條件鏈學習
                Irene Li、Vanessa Yan、Tianxiao Li、Rihao Qu 和 Dragomir Radev

                超越 Laurel/Yanny:啟用自動編碼器的多感知◢音頻搜索
                Kartik Chandra、Chuma Kabaghe 和 Gregory Valiant

                用監督對比學習為域外檢測建模判別表示
                曾誌遠、何克清、Yuanmeng Yan、Zijun Liu、Yanan Wu、Hong Xu、Huixing Jiang 和 Weiran Xu

                視頻段落字幕作為文本摘要任務
                Hui Liu 和 Xiaojun Wan

                生物醫學領域內隱式話語關系分類的實體◣增強
                Wei Shi 和 Vera Demberg

                反義詞-同義詞判別的專家混合模型
                謝誌鵬和曾但他領域楠

                註意力流◤是 Shapley 價值解釋
                Kawin Ethayarajh 和 Dan Jurafsky

                鏈接Fangyu Liu、Ivan Vuli、Anna Korhonen和Nigel Collier的跨語言生物醫學實體的學習領域專業表示

                BERTTune:使用 BERTScore?Inigo Jauregi Unanue、Jacob Parnell 和 Massimo Piccardi微調神經機器竟然以天光鏡做誘餌翻譯

                SaRoCo:在新的羅馬尼亞新聞語料庫中檢測諷刺內容
                Ana-Cristina Rogoz、Gaman Mihaela 和 Radu Tudor Ionescu

                Improving Arabic Diacritization with Regularized Decoding and Adversarial Training
                Han Qin, Guimin Chen, Yuanhe Tian and Yan Song

                Higher-order Derivatives of Weighted Finite-state Machines
                Ran Zmigrod, Tim Vieira and Ryan Cotterell

                Multi-Scale Progressive Attention Network for Video Question Answering
                Zhicheng Guo, Jiaxuan Zhao, Licheng Jiao, Xu Liu and Lingling Li

                Are VQA Systems RAD? Measuring Robustness to Augmented Data with Focused Interventions
                Daniel Rosenberg, Itai Gat, Amir Feder and Roi Reichart

                Efficient Passage Retrieval with Hashing for Open-domain Question Answering
                Ikuya Yamada, Akari Asai and Hannaneh Hajishirzi

                Saying No is An Art: Contextualized Fallback Responses for Unanswerable Dialogue Queries
                Ashish Shrivastava, Kaustubh Dhole, Abhinav Bhatt and Sharvani Raghunath

                An Empirical Study on Adversarial Attack on NMT: Languages and Positions Matter
                Zhiyuan Zeng and Deyi Xiong

                Doing Good or Doing Right? Exploring the Weakness of Commonsense Causal Reasoning Models
                Mingyue Han and Yinglin Wang

                Catchphrase: Automatic Detection of Cultural References
                Nir Sweed and Dafna Shahaf

                Towards Visual Question Answering on Pathology Images
                Xuehai He, Zhuo Cai, Wenlan Wei, Yichen Zhang, Luntian Mou, Eric Xing and Pengtao Xie

                Exposing the limits of Zero-shot Cross-lingual Hate Speech Detection
                Debora Nozza

                QA-Driven Zero-shot Slot Filling with Weak Supervision Pretraining
                Xinya Du, Luheng He, Qi Li, Dian Yu, Panupong Pasupat and Yuan Zhang

                Entity Concept-enhanced Few-shot Relation Extraction
                Shan Yang, Yongfei Zhang, Guanglin Niu, Qinghua Zhao and Shiliang Pu

                Enhancing Descriptive Image Captioning with Natural Language Inference
                Zhan Shi, Hui Liu and Xiaodan Zhu

                Cross-lingual Text Classification with Heterogeneous Graph Neural Network
                Ziyun Wang, Xuan Liu, Peiji Yang, Shixing Liu and Zhisheng Wang

                Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialogue State Tracking
                Yinpei Dai, Hangyu Li, Yongbin Li, Jian Sun, Fei Huang, Luo Si and Xiaodan Zhu

                Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking
                Binzong Geng, Fajie Yuan, Qiancheng Xu, Ying Shen, Ruifeng Xu and Min Yang

                On the Generation of Medical Dialogs for COVID-19
                Meng Zhou, Zechen Li, Bowen Tan, Guangtao Zeng, Wenmian Yang, Xuehai He, Zeqian Ju, Subrato Chakravorty, Shu Chen, Xingyi Yang, Yichen Zhang, Qingyang Wu, Zhou Yu, Kun Xu, Eric Xing and Pengtao Xie

                Domain-Adaptive Pretraining Methods for Dialogue Understanding
                Han Wu, Kun Xu, Linfeng Song, Lifeng Jin, Haisong Zhang and Linqi Song

                Zero-shot Fact Verification by Claim Generation
                Liangming Pan, Wenhu Chen, Wenhan Xiong, Min-Yen Kan and William Yang Wang

                Hi-Transformer:用於高效、有效的長文檔建模的分層卐交互轉換器
                Chuhan Wu、Fangzhao Wu、Tao Qi 和 Yongfeng Huang

                通過結構註釋改善分類任卐務中的組合泛化
                Juyong Kim、Pradeep Ravikumar、Joshua Ainslie 和 Santiago Ontanon

                基於雙語互信息的神經機器翻譯自適應訓練
                Yangyifan Xu, Yijin Liu, Fandong Meng, Jiajun Zhang, Jinan Xu 和 Jie Zhou

                改他沒想到軒轅傲竟然是打進模型泛化:中文命名實體識別案』例研究
                Guanqing Liang 和 Cane Wing-Ki Leung

                關於變形金剛的正交約束
                Aston Zhang、Alvin Chan、Yi Tay、Jie Fu、Suohang Wang、Shuai Zhang、Huajie Shao、Shuchao Yao 和 Roy Ka-Wei Lee

                使用源條件掩蔽跨度預測改進詞法約束神經機器◆翻譯
                Gyubok Lee、Seongjun Yang 和 Edward Choi

                稀疏註意力更容易解釋嗎√?
                克拉拉·梅斯特、斯特凡·拉佐夫、伊莎貝爾·奧根斯坦和瑞安·科特雷爾

                是什麽激勵你?Sanja Stajner、Seren Yenikent、Bilal Ghanem 和 Marc Franco-Salvador的基本需求基準自動檢測

                通過用語義相關圖像替換文本來構建多模態對話數據集
                Nyoungwoo Lee、Suwon Shin、Jaegul Choo、Ho-Jin Choi 和 Sung-Hyon Myaeng

                使用對抗性攻擊揭示機器閱讀理解模型中的統計◣偏差
                Jieyu Lin、Jiajie Zou 和 Nai Ding

                為高效的多語言神經機器翻譯建模任務感知 MIMO 基數
                Hongfei Xu, Qiuhui Liu, Josef Van Genabith 和 Deyi Xiong

                Men Are Elected, Women Are Married: Events Gender Bias on Wikipedia
                Jiao Sun and Nanyun Peng

                學習從任務描述中生成任務特定的適配器
                Qinyuan Ye 和向 Ren

                使用在線貝葉斯元學習進行持續々質量評估
                Abiola Obamuyide、Marina Fomicheva 和 Lucia Specia

                句子處理中的相對◤重要性
                Nora Hollenstein 和 Lisa Beinborn

                PRAL:面向任務的對話生成的定制預訓練模型
                Jing Gu、Qingyang Wu、Chongruo Wu、Weiyan Shi 和 Zhou Yu

                WikiSum: Coherent Summarization Dataset for Efficient Human-Evaluation
                Nachshon Cohen、Oren Kalinsky、Yftah Ziser 和 Alessandro Moschitti

                復制和擴展“因為他們的樹︾庫泄漏”:圖同構、協變和解析器◥性能
                Mark Anderson、Anders Sogaard 和 Carlos Gomez-Rodriguez

                少數鏡頭文本分類的不同標簽表示
                Sora Ohashi、Junya Takayama、Tomoyuki Kajiwara 和 Yuki Arase

                用於基於方面的情感分】析的深度上下文和關時間系感知學習▓
                Shinhyeok Oh、Dongyub Lee、Taesun Whang、IlNam Park、Seo Gaeun、EungGyun Kim 和 Harksoo Kim

                走向基於生成方面的情感分析
                Wenxuan Zhang、Xin Li、Yang Deng、Lidong Bing 和 Wai Lam

                Adaptive Nearest Neighbor Machine Translation
                Xin Zheng, Zhirui Zhang, Junliang Guo, Shujian Huang, Boxing Chen, Weihua Luo and Jiajun CHEN

                VAULT: VAriable Unified Long Text Representation for Machine Reading Comprehension
                Haoyang Wen, Anthony Ferritto, Heng Ji, Radu Florian and Avi Sil

                When is Char Better Than Subword: A Systematic Study of Segmentation Algorithms for Neural Machine Translation
                Jiahuan Li, Yutong Shen, Shujian Huang, Xinyu Dai and Jiajun CHEN

                On Training Instance Selection for Few-Shot Neural Text Generation
                Ernie Chang, Xiaoyu Shen, Hui-Syuan Yeh and Vera Demberg

                How Helpful is Inverse Reinforcement Learning for Table-to-Text Generation?
                Sayan Ghosh, Zheng Qi, Snigdha Chaturvedi and Shashank Srivastava

                Weakly-Supervised Methods for Suicide Risk Assessment: Role of Related Domains
                Chenghao Yang, Yudong Zhang and Smaranda Muresan

                MOLEMAN: Mention-Only Linking of Entities with a Mention Annotation Network
                Nicholas FitzGerald, Dan Bikel, Jan Botha, Daniel Gillick, Tom Kwiatkowski and Andrew McCallum

                Thank you BART! Rewarding Pre-Trained Models Improves Formality Style Transfer
                Huiyuan Lai, Antonio Toral and Malvina Nissim

                DefSent: Sentence Embeddings using Definition Sentences
                Hayato Tsukagoshi, Ryohei Sasano and Koichi Takeda

                OntoGUM: Evaluating Contextualized SOTA Coreference Resolution on 12 More Genres
                Yilun Zhu, Sameer Pradhan and Amir Zeldes

                An Improved Model for Voicing Silent Speech
                David Gaddy and Dan Klein

                A Simple Recipe for Multilingual Grammatical Error Correction
                Sascha Rothe, Jonathan Mallinson, Eric Malmi, Sebastian Krause and Aliaksei Severyn

                Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence
                Federico Bianchi, Silvia Terragni and Dirk Hovy

                Explicitly Capturing Relations between Entity Mentions via Graph Neural Networks for Domain-specific Named Entity Recognition
                Pei Chen, Haibo Ding, Jun Araki and Ruihong Huang

                Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific Documents
                Rui Meng, Khushboo Thaker, Lei Zhang, Yue Dong, Xingdi Yuan, Tong Wang and Daqing He

                Unsupervised Pronoun Resolution via Masked Noun-Phrase Prediction
                Ming Shen, Pratyay Banerjee and Chitta Baral

                Anchor-based Bilingual Word Embeddings for Low-Resource Languages
                Tobias Eder, Viktor Hangya and Alexander Fraser

                Learning to Solve NLP Tasks in an Incremental Number of Languages
                Giuseppe Castellucci, Simone Filice, Danilo Croce and Roberto Basili

                Quantifying and Avoiding Unfair Qualification Labour in Crowdsourcing
                Jonathan K. Kummerfeld

                The Case for Translation-Invariant Self-Attention in Transformer-Based Language Models
                Ulme Wennberg and Gustav Eje Henter

                Question Generation for Adaptive Education
                Megha Srivastava and Noah Goodman

                Measuring and Improving BERT’s Mathematical Abilities by Predicting the Order of Reasoning.
                Piotr Pikos, Mateusz Malinowski and Henryk Michalewski

                MedNLI Is Not Immune: Natural Language Inference Artifacts in the Clinical Domain
                Christine Herlihy and Rachel Rudinger

                Lightweight Adapter Tuning for Multilingual Speech Translation
                Hang Le, Juan Pino, Changhan Wang, Jiatao Gu, Didier Schwab and Laurent Besacier

                Efficient Text-based Reinforcement Learning by Jointly Leveraging State and Commonsense Graph Representations
                Keerthiram Murugesan, Mattia Atzeni, Pavan Kapanipathi, Kartik Talamadupula, Mrinmaya Sachan and Murray Campbell

                Zero-shot Event Extraction via Transfer Learning: Challenges and Insights
                Qing Lyu, Hongming Zhang, Elior Sulem and Dan Roth

                AND does not mean OR: Using Formal Languages to Study Language Models’ Representations
                Aaron Traylor, Roman Feiman and Ellie Pavlick

                Transformer 模型能否測量文本的連貫性:重新思考 呼又是一群人出現隨機測試
                Philippe Laban、Luke Dai、Lucas Bandarkar 和 Marti A. Hearst

                使用跨語言變▲換器Tharindu Ranasinghe、Constantin Orasan 和 Ruslan Mitkov對多語言詞級質量估計的探索性分析

                走向更公既然如此平的問答系統:您還需要多少數據?
                Arnab Debnath、Navid Rajabi、Fardina Fathmiul Alam 和 Antonios Anastasopoulos

                nmT5 - 並行數據是否仍然與大╳規模多語言語言模型的預訓練相關?
                Mihir Kale, Aditya Siddhant, Rami Al-Rfou, Linting Xue, Noah Constant 和 Melvin Johnson

                用於解析話語表示結構的輸入表卐示:英文與中文的比較
                Chunliu Wang、Rik Van Noord、Arianna Bisazza 和 Johan Bos

                AdElectra - 有效對抗 Electra
                Makesh Narsimhan Sreedhar、Alessandro Sordoni、Siva Reddy 和 Aaron Courville

                從具有較少先驗知識和更多單語數據的自然語言生成代卐碼
                Sajad Norouzi, Keyi Tang 和 Yanshuai Cao

                神經機器翻譯中速度-質量優化過程中的性別偏見放大
                Adithya Renduchintala、Denise Diaz、Kenneth Heafield、Xian Li 和 Mona Diab

                加強弱監督語義解析的一致性
                Nitish Gupta、Sameer Singh 和 Matt Gardner

                多語言神經機器翻譯多語言協議∞
                楊建、尹宇偉、馬樹明、黃浩陽、張東東、李一名七劫強者周軍和魏福如

                通過適配器使用預訓練語言模型進行穩健的遷移學習 Wenjuan
                Han、Bo Pang 和 Ying Nian Wu

                mTVR:視修行法決神訣頻中的多語言時刻檢索
                Jie Lei、Tamara Berg 和 Mohit Bansal

                帶有問題感知語義獎勵的抽象問題摘要的強化學習
                Shweta Yadav、Deepak Gupta、Asma Ben Abacha 和 Dina Demner-Fushman

                擁抱歧義:改變NLI模型的←訓練目標
                Johannes Mario Meissner、Napat Thumwanit、Saku Sugawara 和 Akiko Aizawa

                Machine Translation into Low-resource Language Varieties
                Sachin Kumar, Antonios Anastasopoulos, Shuly Wintner and Yulia Tsvetkov

                On Positivity Bias in Negative Reviews
                Madhusudhan Aithal and Chenhao Tan

                A Semantics-aware Transformer Model of Relation Linking for Knowledge Base Question Answering
                Tahira Naseem, Srinivas Ravishankar, Nandana Mihindukulasooriya, Ibrahim Abdelaziz, Young-Suk Lee, Pavan Kapanipathi, Salim Roukos, Alfio Gliozzo and Alexander Gray

                Three Sentences Are All You Need: Local Path Enhanced Document Relation Extraction
                Quzhe Huang, Shengqi Zhu, Yansong Feng, Yuan Ye, Yuxuan Lai and Dongyan Zhao

                More than Text: Multi-modal Chinese Word Segmentation
                Dong Zhang, Zheng Hu, Shoushan Li, Hanqian Wu, Qiaoming Zhu and Guodong Zhou

                Unsupervised Enrichment of Persona-grounded Dialog with Background Stories
                Bodhisattwa Prasad Majumder, Taylor Berg-Kirkpatrick, Julian McAuley and Harsh Jhamtani

                Exploring Listwise Evidence Reasoning with T5 for Fact Verification
                Kelvin Jiang, Ronak Pradeep and Jimmy Lin

                Demoting the Lead Bias in News Summarization via Alternating Adversarial Learning
                Linzi Xing, Wen Xiao and Giuseppe Carenini

                SimCLS: A Simple Framework for Contrastive Learning of Abstractive Summarization
                Yixin Liu and Pengfei Liu

                Avoiding Overlap in Data Augmentation for AMR-to-Text Generation
                Wenchao Du and Jeffrey Flanigan

                Quotation Recommendation and Interpretation Based on Transformation from Queries to Quotations
                Lingzhi Wang, Xingshan Zeng and Kam-Fai Wong

                Don’t Let Discourse Confine Your Model: Sequence Perturbations for Improved Event Language Models
                Mahnaz Koupaee, Greg Durrett, Nathanael Chambers and Niranjan Balasubramanian

                eMLM: A New Pre-training Objective for Emotion Related Tasks
                Tiberiu Sosea and Cornelia Caragea

                Discrete Cosine Transform as Universal Sentence Encoder
                Nada Almarwani and Mona Diab

                Semantic Frame Induction using Masked Word Embeddings and Two-Step Clustering
                Kosuke Yamada, Ryohei Sasano and Koichi Takeda

                A Cluster-based Approach for Improving Isotropy in Contextual Embedding Space
                Sara Rajaee and Mohammad Taher Pilehvar

                Neural Retrieval for Question Answering with Cross-Attention Supervised Data Augmentation
                Yinfei Yang, Ning Jin, Kuo Lin, Mandy Guo and Daniel Cer

                Happy Dance, Slow Clap: Using Reaction GIFs to Predict Induced Affect on Twitter
                Boaz Shmueli, Soumya Ray and Lun-Wei Ku

                Don’t Rule Out Monolingual Speakers: A Method For Crowdsourcing Machine Translation Data
                Rajat Bhatnagar, Ananya Ganesh and Katharina Kann

                Automatic Fake News Detection: Are Models Learning to Reason?
                Casper Hansen, Christian Hansen and Lucas Chaves Lima

                Addressing Semantic Drift in Generative Question Answering with Auxiliary Extraction
                Chenliang Li, Bin Bi, Ming Yan, Wei Wang and Songfang Huang

                Counterfactuals to Control Latent Disentangled Text Representations for Style Transfer
                Sharmila Reddy Nangi, Niyati Chhaya, Sopan Khosla, Nikhil Kaushik and Harshit Nyati

                UMIC: An Unreferenced Metric for Image Captioning via Contrastive Learning
                Hwanhee Lee, Seunghyun Yoon, Franck Dernoncourt, Trung Bui and Kyomin Jung

                Issues with Entailment-based Zero-shot Text Classification
                Tingting Ma, Jin-Ge Yao, Chin-Yew Lin and Tiejun Zhao

                Difficulty-Aware Machine Translation Evaluation
                Runzhe Zhan, Xuebo Liu, Derek F. Wong and Lidia S. Chao

                A Span-based Dynamic Local Attention Model for Sequential Sentence Classification
                Xichen Shang, Qianli Ma, Zhenxi Lin, Jiangyue Yan and Zipeng Chen

                X-Fact:用於多語言事實檢查Ashim Gupta 和 Vivek Srikumar 的新基準數據集

                具有關系預㊣測器的神經符號常識推理器
                Farhad Moghimifar、Lizhen Qu、Terry Yao Zhuo、Gholamreza Haffari 和 Mahsa Baktashmotlagh

                事實上:有效整合相關死無全尸事實以進行視覺問答
                Peter Vickers、Nikolaos Aletras、Emilio Monti 和 Loic Barrault

                N-Best ASR Transformer:使用多個 ASR 假設增強 SLU 性能
                Karthik Ganesan、Pakhi Bamdev、Jaivarsan B、Amresh Venugopal 和 Abhinav Tushar

                ACL的發現

                長篇論文

                Mokanarangan Thayaparan、Marco Valentino 和 Andre Freitas對科學問題的接地抽象鏈的
                可解釋推理

                LV-BERT:為 BERT?Weihao Yu、Zihang Jiang、Fei Chen、 Qibin Hou 和 Jiashi Feng開發㊣層多樣性

                使用原型攤銷事務條件隨機場進行的小樣本事件檢測
                Xin Cong、Shiyao Cui、Bowen Yu、T??ingwen Liu、Wang Yubin 和 Bin Wang

                LUX(在 eXamination 下的語言方面):自動假新聞分類的話語分【析
                Lucas Azevedo、Mathieu d'Aquin、Brian Davis 和 Manel Zarrouk

                改變字幕的語義關系感知差異表【示學習
                斌、姚婷婷、李亮、樓揭東、高盛祥、於正濤和閆成剛

                作者很重要:理解和減輕深度文本分類中的隱性偏差
                Haochen Liu、Wei Jin、Hamid Karimi、Zitao Liu 和 Jiliang Tang

                從什麽到為什麽】:用 Rationale Graph 改進⌒關系抽取
                ZHENyu Zhang、Bowen Yu、Xiaobo Shu、Xue Mengge、Tingwen Liu 和 Li Guo

                SyGNS:基於自然語言語義的系統泛化測試平臺
                Hitomi Yanaka、Koji Mineshima 和 Kentaro Inui

                完全非△自回歸神經機器翻譯:顧家濤和〖向空的交易技巧

                生成、修剪、選擇:針對在線仇恨言論的反言論生成管道
                Wanzheng Zhu 和 Suma Bhat

                REPT:通過基於檢索的預訓練連接語言模型和機器閱讀理解
                Fangkai Jiao、Yangyang Guo、Yilin Niu、Feng Ji、Feng-Lin Li 和 Liqiang Nie

                CasEE: A Joint Learning Framework with Cascade Decoding for Overlapping Event Extraction
                Jiawei Sheng, Shu Guo, Bowen Yu, Qian Li, Yiming Hei, Lihong Wang, Tingwen Liu and Hongbo Xu

                Discovering Topics in Long-tailed Corpora with Causal Intervention
                Xiaobao Wu, Chunping Li and Yishu Miao

                WikiTableT: A Large-Scale Data-to-Text Dataset for Generating Wikipedia Article Sections
                Mingda Chen, Sam Wiseman and Kevin Gimpel

                Deep Cognitive Reasoning Network for Multi-hop Question Answering over Knowledge Graphs
                Jianyu Cai, Zhanqiu Zhang, Feng Wu and Jie Wang

                GoG: Relation-aware Graph-over-Graph Network for Visual Dialog
                Feilong Chen, Xiuyi Chen, Fandong Meng, Peng Li and Jie Zhou

                Joint Optimization of Tokenization and Downstream Model
                Tatsuya Hiraoka, Sho Takase, Kei Uchiumi, Atsushi Keyaki and Naoaki Okazaki

                How does Attention Affect the Model?
                Cheng Zhang, Qiuchi Li, Lingyu Hua and Dawei Song

                Contrastive Attention for Automatic Chest X-ray Report Generation
                Fenglin Liu, Changchang Yin, Xian Wu, Shen Ge, Ping Zhang and Xu Sun

                O2NA: An Object-Oriented Non-Autoregressive Approach for Controllable Video Captioning
                Fenglin Liu, Xuancheng Ren, Xian Wu, Bang Yang, Shen Ge and Xu Sun

                Enhancing Transformers with Gradient Boosted Decision Trees for NLI Fine-Tuning
                Benjamin Minixhofer, Milan Gritta and Ignacio Iacobacci

                Empirical Error Modeling Improves Robustness of Noisy Neural Sequence Labeling
                Marcin Namysl, Sven Behnke and Joachim Kohler

                Spatial Dependency Parsing for Semi-Structured Document Information Extraction
                Wonseok Hwang, Jinyeong Yim, Seunghyun Park, Sohee Yang and Minjoon Seo

                Entity-Aware Abstractive Multi-Document Summarization
                Hao Zhou, Weidong Ren, Gongshen Liu, Bo Su and Wei Lu

                XeroAlign: Zero-shot cross-lingual transformer alignment
                Milan Gritta and Ignacio Iacobacci

                Link Prediction on N-ary Relational Facts: A Graph-based Approach
                Quan Wang, Haifeng Wang, Yajuan Lyu and Yong Zhu

                GLGE: A New General Language Generation Evaluation Benchmark
                Dayiheng Liu, Yu Yan, Yeyun Gong, Weizhen Qi, Hang Zhang, Jian Jiao, Weizhu Chen, Jie Fu, Linjun Shou, Ming Gong, Pengcheng Wang, Jiusheng Chen, Daxin Jiang, Jiancheng Lv, Ruofei Zhang, Winnie Wu, Ming Zhou and Nan Duan

                AMBERT: A Pre-trained Language Model with Multi-Grained Tokenization
                Xinsong Zhang, Pengshuai Li and Hang Li

                Multimodal Incremental Transformer with Visual Grounding for Visual Dialogue Generation
                Feilong Chen, Fandong Meng, Xiuyi Chen, Peng Li and Jie Zhou

                Retrieve & Memorize: Dialog Policy Learning with Multi-Action Memory
                YunHao Li, Yunyi Yang, Xiaojun Quan and Jianxing Yu

                Adapt-and-Distill: Developing Small, Fast and Effective Pretrained Language Models for Domains
                Yunzhi Yao, Shaohan Huang, Wenhui Wang, Li Dong and Furu Wei

                DNN-driven Gradual Machine Learning for Aspect-term Sentiment Analysis
                Murtadha Ahmed, Qun Chen, Yanyan Wang, Youcef Nafa, Zhanhuai Li and Tianyi Duan

                OutFlip: Generating Examples for Unknown Intent Detection with Natural Language Attack
                DongHyun Choi, Myeong Cheol Shin, EungGyun Kim and Dong Ryeol Shin

                GeoQA: A Geometric Question Answering Benchmark Towards Multimodal Numerical Reasoning
                Jiaqi Chen, Jianheng Tang, Jinghui Qin, Xiaodan Liang, Lingbo Liu, Eric Xing and Liang Lin

                SIRE: Separate Intra- and Inter-sentential Reasoning for Document-level Relation Extraction
                Shuang Zeng, Yuting Wu and Baobao Chang

                KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction
                Abhishek Nadgeri, Anson Bastos, Kuldeep Singh, Isaiah Onando Mulang, Johannes Hoffart, Saeedeh Shekarpour and Vijay Saraswat

                Better Combine Them Together! Integrating Syntactic Constituency and Dependency Representations for Semantic Role Labeling
                Hao Fei, Shengqiong Wu, Yafeng Ren, Fei Li and Donghong Ji

                Keep the Primary, Rewrite the Secondary: A Two-Stage Approach for Paraphrase Generation
                Yixuan Su, David Vandyke, Simon Baker, Yan Wang and Nigel Collier

                Contrastive Fine-tuning Improves Robustness for Neural Rankers
                Xiaofei Ma, Cicero Nogueira Dos Santos and Andrew O. Arnold

                Cross-Lingual Transfer in Zero-Shot Cross-Language Entity Linking
                Elliot Schumacher, James Mayfield and Mark Dredze

                TellMeWhy: A Dataset for Answering Why-Questions in Narratives
                Yash Kumar Lal, Nathanael Chambers, Raymond Mooney and Niranjan Balasubramanian

                Dialogue in the Wild: Learning from a Deployed Role-Playing Game with Humans and Bots
                Kurt Shuster, Jack Urbanek, Emily Dinan, Arthur Szlam and Jason Weston

                Deep Learning against COVID-19: Respiratory Insufficiency Detection in Brazilian Portuguese Speech
                Edresson Casanova, Lucas Gris, Augusto Camargo, Daniel Da Silva, Murilo Gazzola, Ester Sabino, Anna Levin, Arnaldo Candido Jr, Sandra Aluisio and Marcelo Finger

                A Dialogue-based Information Extraction System for Medical Insurance Assessment
                Shuang Peng, Mengdi Zhou, Minghui Yang, Haitao Mi, Shaosheng Cao, Zujie Wen, Teng Xu, Hongbin Wang and Lei Liu

                Prediction or Comparison: Toward Interpretable Qualitative Reasoning
                Mucheng Ren, Heyan Huang and Yang Gao

                On Commonsense Cues in BERT for Solving Commonsense Tasks
                Leyang Cui, Sijie Cheng, Yu Wu and Yue Zhang

                Weakly Supervised Pre-Training for Multi-Hop Retriever
                Yeon Seonwoo, Sang-Woo Lee, Ji-Hoon Kim, Jung-Woo Ha and Alice Oh

                Meet The Truth: Leverage Objective Facts and Subjective Views for Interpretable Rumor Detection
                Jiawen Li, Shiwen Ni and Hung-Yu Kao

                Read, Listen, and See: Leveraging Multimodal Information Helps Chinese Spell Checking
                Heng-Da Xu, Zhongli Li, Qingyu Zhou, Chao Li, Zizhen Wang, Yunbo Cao, Heyan Huang and Xian-Ling Mao

                TransSum: Translating Aspect and Sentiment Embeddings for Self-Supervised Opinion Summarization
                Ke Wang and Xiaojun Wan

                Hashing based Efficient Inference for Image-Text Matching
                Rong-Cheng Tu, Lei Ji, Huaishao Luo, Botian Shi, Heyan Huang, Nan Duan and Xian-Ling Mao

                Rationalization through Concepts
                Diego Antognini and Boi Faltings

                Parallel Attention Network with Sequence Matching for Video Grounding
                Hao Zhang, Aixin Sun, Wei Jing, Liangli Zhen, Joey Tianyi Zhou and Siow Mong Rick Goh

                MusicBERT: Symbolic Music Understanding with Large-Scale Pre-Training
                Mingliang Zeng, Xu Tan, Rui Wang, Zeqian Ju, Tao Qin and Tie-Yan Liu

                CoMAE: A Multi-factor Hierarchical Framework for Empathetic Response Generation
                Chujie Zheng, Yong Liu, Wei Chen, Yongcai Leng and Minlie Huang

                UniKeyphrase: A Unified Extraction and Generation Framework for Keyphrase Prediction
                Huanqin Wu, Wei Liu, Lei Li, Dan Nie, Tao Chen, Feng Zhang and Di Wang

                As Good as New. How to Successfully Recycle English GPT-2 to Make Models for Other Languages
                Wietse De Vries and Malvina Nissim

                Can Cognate Prediction Be Modelled as a Low-Resource Machine Translation Task?
                Clementine Fourrier, Rachel Bawden and Benoit Sagot

                What if This Modified That? Syntactic Interventions with Counterfactual Embeddings
                Mycal Tucker, Peng Qian and Roger Levy

                COM2SENSE: A Commonsense Reasoning Benchmark with Complementary Sentences
                Shikhar Singh, Nuan Wen, Yu Hou, Pegah Alipoormolabashi, Te-lin Wu, Xuezhe Ma and Nanyun Peng

                Towards Knowledge-Grounded Counter Narrative Generation for Hate Speech
                Yi-Ling Chung, Serra Sinem Tekirolu and Marco Guerini

                SOLID: A Large-Scale Semi-Supervised Dataset for Offensive Language Identification
                Sara Rosenthal, Pepa Atanasova, Georgi Karadzhov, Marcos Zampieri and Preslav Nakov

                RealFormer: Transformer Likes Residual Attention
                Ruining He, Anirudh Ravula, Bhargav Kanagal and Joshua Ainslie

                Promoting Graph Awareness in Linearized Graph-to-Text Generation
                Alexander Miserlis Hoyle, Ana Marasovi and Noah A. Smith

                Predicting cross-linguistic adjective order with information gain
                William Dyer, Richard Futrell, Zoey Liu and Greg Scontras

                A Survey of Data Augmentation Approaches for NLP
                Steven Feng, Varun Gangal, Jason Wei, Sarath Chandar, Soroush Vosoughi, Teruko Mitamura and Eduard Hovy

                Why Machine Reading Comprehension Models Learn Shortcuts?
                Yuxuan Lai, Chen Zhang, Yansong Feng, Quzhe Huang and Dongyan Zhao

                Handling Cross- and Out-of-Domain Samples in Thai Word Segmentation
                Peerat Limkonchotiwat, Wannaphong Phatthiyaphaibun, Raheem Sarwar, Ekapol Chuangsuwanich and Sarana Nutanong

                Sensei: Self-Supervised Sensor Name Segmentation
                Jiaman Wu, Dezhi Hong, Rajesh Gupta and Jingbo Shang

                Medical Code Assignment with Gated Convolution and Note-Code Interaction
                Shaoxiong Ji, Shirui Pan and Pekka Marttinen

                Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering
                Weiwen Xu, Huihui Zhang, Deng Cai and Wai Lam

                Addressing Inquiries about History: An Efficient and Practical Framework for Evaluating Open-domain Chatbot Consistency
                Zekang Li, Jinchao Zhang, Zhengcong Fei, Yang Feng and Jie Zhou

                Code Summarization with Structure-induced Transformer
                Hongqiu Wu, Hai Zhao and Min Zhang

                Scheduled Dialog Policy Learning: An Automatic Curriculum Learning Framework for Task-oriented Dialog System
                Sihong Liu, Jinchao Zhang, Keqing He, Weiran Xu and Jie Zhou

                Do Explanations Help Users Detect Errors in Open-Domain QA? An Evaluation of Spoken vs. Visual Explanations
                Ana Valeria Gonzalez, Gagan Bansal, Angela Fan, Yashar Mehdad, Robin Jia and Srinivasan Iyer

                OntoEA: Ontology-guided Entity Alignment via Joint Knowledge Graph Embedding
                Yuejia Xiang, Ziheng Zhang, Jiaoyan Chen, Xi Chen, Zhenxi Lin and Yefeng Zheng

                Learning Algebraic Recombination for Compositional Generalization
                Chenyao Liu, Shengnan An, Zeqi Lin, Qian Liu, Bei Chen, Jian-Guang Lou, Lijie Wen, Nanning Zheng and Dongmei Zhang

                Out of Order: How important is the sequential order of words in a sentence in Natural Language Understanding tasks?
                Thang Pham, Trung Bui, Long Mai and Anh Nguyen

                RevCore: Review-Augmented Conversational Recommendation
                Yu Lu, Junwei Bao, Yan Song, Zichen Ma, Shuguang Cui, Youzheng Wu and Xiaodong He

                Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing
                Qian Liu, Dejian Yang, Jiahui Zhang, Jiaqi Guo, Bin Zhou and Jian-Guang Lou

                Enhancing Label Correlation Feedback in Multi-Label Text Classification via Multi-Task Learning
                Ximing Zhang, Qian-Wen Zhang, Zhao Yan, Ruifang Liu and Yunbo Cao

                Unsupervised Energy-based Adversarial Domain Adaptation for Cross-domain Text Classification
                Han Zou, Jianfei Yang and Xiaojian Wu

                Survival text regression for time-to-event prediction in conversations
                Christine De Kock and Andreas Vlachos

                Unsupervised Knowledge Selection for Dialogue Generation
                Xiuyi Chen, Feilong Chen, Fandong Meng, Peng Li and Jie Zhou

                Minimax and Neyman-Pearson Meta-Learning for Outlier Languages
                Edoardo Maria Ponti, Rahul Aralikatte, Disha Shrivastava, Siva Reddy and Anders Sogaard

                On-the-Fly Attention Modulation for Neural Generation
                Yue Dong, Chandra Bhagavatula, Ximing Lu, Jena D. Hwang, Antoine Bosselut, Jackie Chi Kit Cheung and Yejin Choi

                Enhanced Metaphor Detection via Incorporation of External Knowledge Based on Linguistic Theories
                Chang Su, Kechun Wu and Yijiang Chen

                Controlling Text Edition by Changing Answers of Specific Questions
                Lei Sha, Patrick Hohenecker and Thomas Lukasiewicz

                手動評估事項:審查遠程監督關系提取的測試協議
                高天宇、徐涵、白玉卓、邱柯月、謝誌宇、林彥凱、劉誌遠、李鵬、孫茂松和周傑

                GCRC:來自高考中文的一個新的冷冷具有挑戰性的 MRC 數據集,用於√可解釋性評估
                Hongye Tan、Xiaoyue Wang、Yu Ji、Ru Li、Xiaoli Li、Zhiwei Hu、Yunxiao Zhao 和 Xiaoqi Han

                零樣本標簽感知事◣件觸發器和參數分類
                Hongming Zhang、Haoyu Wang 和 Dan Roth

                將全局信息納入知識表示學習的↓局部註意力中不由開口問道
                Yu Zhao、Han Zhou、謝若冰、Fuzhen Zhuang、Qing Li 和 Ji Liu

                MRN:基於本地和全局提◤及的文檔級關系提取推理網絡
                Jingye Li、Kang Xu、Fei Li、Hao Fei、Yafeng Ren 和 Donghong Ji

                對手感㊣ 知謠言檢測
                Yun-Zhu Song、Yi-Syuan Chen、Yi-Ting Chang、Shao-Yu Weng 和 Hong-Han Shuai

                LICHEE:使用多粒︽度標記化改進語言模型預訓練
                Weidong Guo、Mingjun Zhao、Lusheng Zhang、Di Niu、Jinwen Luo、Zhenhua Liu、Zhenyang Li 和 Jianbo Tang

                檢測條件神經序列生成中的幻覺內容
                Chunting Zhou、Graham Neubig、Jiatao Gu、Mona Diab、Francisco Guzman、Luke Zettlemoyer 和 Marjan Ghazvininejad

                K-Adapter:使用適配器∑ 將知識註入預訓練模型中
                Ruize Wang、Duyu Tang、Nan Duan、Zhongyu Wei、Xuanjing Huang、Jianshu Ji、Guihong Cao、Daxin Jiang 和 Ming Zhou

                中文拼寫糾錯的全局註意力解碼器
                Zhao Guo, Yuan Ni, Keqiang Wang, Wei Zhu 和 Guotong Xie

                探索語境在對話中原本我也以為話語級情感、行為和意圖分類中的作用:一項實證ζ 研究
                Deepanway Ghosal、Navonil Majumder、Rada Mihalcea 和 Soujanya Poria

                將單詞放空間有了大致入系統口中:使用單語數據中毒對神戴著這玉佩經機器翻譯進行有針對性那玉佩也是寒屬性玉佩的攻擊
                Jun Wang、Chang Xu、Francisco Guzman、Ahmed El-Kishky、Yuqing Tang、Benjamin Rubinstein 和 Trevor Cohn

                Semantic and Syntactic Enhanced Aspect Sentiment Triplet Extraction
                Zhexue Chen, Hong Huang, Bang Liu, Xuanhua Shi and Hai Jin

                PsyQA: A Chinese Dataset for Generating Long Counseling Text for Mental Health Support
                Hao Sun, Zhenru Lin, Chujie Zheng, Siyang Liu and Minlie Huang

                RiddleSense: Reasoning about Riddle Questions Featuring Linguistic Creativity and Commonsense Knowledge
                Bill Yuchen Lin, Ziyi Wu, Yichi Yang, Dong-Ho Lee and Xiang Ren

                Learning to Generate Questions by Learning to Recover Answer-containing Sentences
                Seohyun Back, Akhil Kedia, Sai Chetan Chinthakindi, Haejun Lee and Jaegul Choo

                Making Better Use of Bilingual Information for Cross-Lingual AMR Parsing
                Yitao Cai, Zhe Lin and Xiaojun Wan

                Pushing Paraphrase Away from Original Sentence: A Multi-Round Paraphrase Generation Approach
                Zhe Lin and Xiaojun Wan

                Few-shot Knowledge Graph-to-Text Generation with Pretrained Language Models
                Junyi Li, Tianyi Tang, Wayne Xin Zhao, Zhicheng Wei, Nicholas Jing Yuan and Ji-Rong Wen

                NAST: A Non-Autoregressive Generator with Word Alignment for Unsupervised Text Style Transfer
                Fei Huang, Zikai Chen, Chen Henry Wu, Qihan Guo, Xiaoyan Zhu and Minlie Huang

                HyKnow: End-to-End Task-Oriented Dialog Modeling with Hybrid Knowledge Management
                Silin Gao, Ryuichi Takanobu, Wei Peng, Qun Liu and Minlie Huang

                Target-oriented Fine-tuning for Zero-Resource Named Entity Recognition
                Ying Zhang, Fandong Meng, Yufeng Chen, Jinan Xu and Jie Zhou

                BERT-Defense: A Probabilistic Model Based on BERT to Combat Cognitively Inspired Orthographic Adversarial Attacks
                Yannik Keller, Jan Mackensen and Steffen Eger

                Event Detection as Graph Parsing
                Jianye Xie, Haotong Sun, Junsheng Zhou, Weiguang Qu and Xinyu Dai

                Toward Fully Exploiting Heterogeneous Corpus: A Decoupled Named Entity Recognition Model with Two-stage Training
                Yun Hu, Yeshuang Zhu, Jinchao Zhang, Changwen Zheng and Jie Zhou

                Discriminative Reasoning for Document-level Relation Extraction
                Wang Xu, Kehai Chen and Tiejun Zhao

                Meta-Learning Adversarial Domain Adaptation Network for Few-Shot Text Classification
                Chengcheng Han, Zeqiu Fan, Dongxiang Zhang, Minghui Qiu, Ming Gao and Aoying Zhou

                Documents Representation via Generalized Coupled Tensor Chain with the Rotation Group constraint
                Igor Vorona, Anh-Huy Phan, Alexander Panchenko and Andrzej Cichocki

                Improving Unsupervised Extractive Summarization with Facet-Aware Modeling
                Xinnian Liang, Shuangzhi Wu, Mu Li and Zhoujun Li

                Improving Gradient-based Adversarial Training for Text Classification by Contrastive Learning and Auto-Encoder
                Yao Qiu, Jinchao Zhang and Jie Zhou

                Multi-Granularity Contrasting for Cross-Lingual Pre-Training
                Shicheng Li, Pengcheng Yang, Fuli Luo and Jun Xie

                A Comparison between Pre-training and Large-scale Back-translation for Neural Machine Translation
                Dandan Huang, Kun Wang and Yue Zhang

                Bi-Granularity Contrastive Learning for Post-Training in Few-Shot Scene
                Ruikun Luo, Guanhuan Huang and Xiaojun Quan

                KACC: A Multi-task Benchmark for Knowledge Abstraction, Concretization and Completion
                Jie Zhou, Shengding Hu, Xin Lv, Cheng Yang, Zhiyuan Liu, Wei Xu, Jie Jiang, Juanzi Li and Maosong Sun

                A Query-Driven Topic Model
                Zheng Fang, Yulan He and Rob Procter

                Gaussian Process based Deep Dyna-Q approach for Dialogue Policy Learning
                Guanlin Wu, Wenqi Fang, Ji Wang, Jiang Cao, Weidong Bao, Yang Ping, Xiaomin Zhu and Zheng Wang

                CiteWorth: Cite-Worthiness Detection for Improved Scientific Document Understanding
                Dustin Wright and Isabelle Augenstein

                Counter-Argument Generation by Attacking Weak Premises
                Milad Alshomary, Shahbaz Syed, Arkajit Dhar, Martin Potthast and Henning Wachsmuth

                Template-Based Named Entity Recognition Using BART
                Leyang Cui, Yu Wu, Jian Liu, Sen Yang and Yue Zhang

                “Does it Matter When I Think You Are Lying?” Improving Deception Detection by Integrating Interlocutor’s Judgements in Conversations
                Huang-Cheng Chou, Woan-Shiuan Chien, Da-Cheng Juan and Chi-Chun Lee

                High-Quality Dialogue Diversification by Intermittent Short Extension Ensembles
                Zhiwen Tang, Hrishikesh Kulkarni and Grace Hui Yang

                Structured Refinement for Sequential Labeling
                Yiran Wang, Hiroyuki Shindo, Yuji Matsumoto and Taro Watanabe

                End-to-End Construction of NLP Knowledge Graph
                Ishani Mondal, Yufang Hou and Charles Jochim

                Deciphering Implicit Hate: Evaluating Automated Detection Algorithms for Multimodal Hate
                Austin Botelho, Scott Hale and Bertie Vidgen

                Studying the Evolution of Scientific Topics and their Relationships
                Ana Sabina Uban, Cornelia Caragea and Liviu P. Dinu

                A Mixed-Method Design Approach for Empirically Based Selection of Unbiased Data Annotators
                Gautam Thakur, Janna Caspersen, Drahomira Herrmannova, Bryan Eaton and Jordan Burdette

                An Evaluation of Disentangled Representation Learning for Texts
                Krishnapriya Vishnubhotla, Graeme Hirst and Frank Rudzicz

                Knowing More About Questions Can Help: Improving Calibration in Question Answering
                Shujian Zhang, Chengyue Gong and Eunsol Choi

                Enhancing Metaphor Detection by Gloss-based Interpretations
                Hai Wan, Jinxia Lin, Jianfeng Du, Dawei Shen and Manrong Zhang

                Evaluating Word Embeddings with Categorical Modularity
                Silvia Casacuberta, Karina Halevy and Damian Blasi

                Attention-based Contextual Language Model Adaptation for Speech Recognition
                Richard Diehl Martinez, Scott Novotney, Ivan Bulyko, Ariya Rastrow, Andreas Stolcke and Ankur Gandhe

                Exploring Cross-Lingual Transfer Learning with Unsupervised Machine Translation
                Chao Wang, Judith Gaspers, Thi Ngoc Quynh Do and Hui Jiang

                Pipeline Signed Japanese Translation Focusing on a Post-positional Particle Complement and Conjugation in a Low-resource Setting
                Ken Yano and Akira Utsumi

                Language-Mediated, Object-Centric Representation Learning
                Ruocheng Wang, Jiayuan Mao, Samuel Gershman and Jiajun Wu

                Entheos: A Multimodal Dataset for Studying Enthusiasm
                Carla Viegas and Malihe Alikhani

                Are Rotten Apples Edible? Challenging Commonsense Inference Ability with Exceptions
                Nam Do and Ellie Pavlick

                GRICE: A Grammar-based Dataset for Recovering Implicature and Conversational rEasoning
                Zilong Zheng, Shuwen Qiu, Lifeng Fan, Yixin Zhu and Song-Chun Zhu

                Automatic Document Sketching: Generating Drafts from Analogous Texts
                Zeqiu Wu, Michel Galley, Chris Brockett, Yizhe Zhang and Bill Dolan

                Trade the Event: Corporate Events Detection for News-Based Event-Driven Trading
                Zhihan Zhou, Liqian Ma and Han Liu

                Language-based General Action Template for Reinforcement Learning Agents
                Ryosuke Kohita, Akifumi Wachi, Daiki Kimura, Subhajit Chaudhury, Michiaki Tatsubori and Asim Munawar

                MiniLMv2: Multi-Head Self-Attention Relation Distillation for Compressing Pretrained Transformers
                Wenhui Wang, Hangbo Bao, Shaohan Huang, Li Dong and Furu Wei

                Attending via both Fine-tuning and Compressing
                Jie Zhou, Yuanbin Wu, Qin Chen, Xuanjing Huang and Liang He

                Improving Event Causality Identification via Self-Supervised Representation Learning on External Causal Statement
                Xinyu Zuo, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao, Weihua Peng and Yuguang Chen

                PAIR: Leveraging Passage-Centric Similarity Relation for Improving Dense Passage Retrieval
                Ruiyang Ren, Shangwen Lv, Yingqi Qu, Jing Liu, Wayne Xin Zhao, QiaoQiao She, Hua Wu, Haifeng Wang and Ji-Rong Wen

                Neural Combinatory Constituency Parsing
                Zhousi Chen, Longtu Zhang, Aizhan Imankulova and Mamoru Komachi

                Learning Shared Semantic Space for Speech-to-Text Translation
                Chi Han, Mingxuan Wang, Heng Ji and Lei Li

                Empowering Language Understanding with Counterfactual Reasoning
                Fuli Feng, Jizhi Zhang, Xiangnan He, Hanwang Zhang and Tat-Seng Chua

                Knowledge-Empowered Representation Learning for Chinese Medical Reading Comprehension: Task, Model and Resources
                Taolin Zhang, Chengyu Wang, Minghui Qiu, Bite Yang, Zerui Cai, Xiaofeng He and Jun Huang

                Correcting Chinese Spelling Errors with Phonetic Pre-training
                Ruiqing Zhang, Chao Pang, Chuanqiang Zhang, Shuohuan Wang, Zhongjun He, Yu Sun, Hua Wu and Haifeng Wang

                Multi-Lingual Question Generation with Language Agnostic Language Model
                Bingning Wang, Ting Yao, Weipeng Chen, Jingfang Xu and Xiaochuan Wang

                On the Interplay Between Fine-tuning and Composition in Transformers
                Lang Yu and Allyson Ettinger

                Lifelong Learning of Topics and Domain-Specific Word Embeddings
                Xiaorui Qin, Yuyin Lu, Yufu Chen and Yanghui Rao

                Leveraging Argumentation Knowledge Graph for Interactive Argument Pair Identification
                Jian Yuan, Zhongyu Wei, Donghua Zhao, Qi Zhang and Changjian Jiang

                Confidence-Aware Scheduled Sampling for Neural Machine Translation
                Yijin Liu, Fandong Meng, Yufeng Chen, Jinan Xu and Jie Zhou

                A Closer Look into the Robustness of Neural Dependency Parsers Using Better Adversarial Examples
                Yuxuan Wang, Wanxiang Che, Ivan Titov, Shay B. Cohen, Zhilin Lei and Ting Liu

                P-Stance: A Large Dataset for Stance Detection in Political Domain
                Yingjie Li, Tiberiu Sosea, Aditya Sawant, Ajith Jayaraman Nair, Diana Inkpen and Cornelia Caragea

                WIND: Weighting Instances Differentially for Model-Agnostic Domain Adaptation
                Xiang Chen, Yue Cao and Xiaojun Wan

                DocOIE: A Document-level Context-Aware Dataset for OpenIE
                Kuicai Dong, Zhao Yilin, Aixin Sun, Jung-Jae Kim and Xiaoli Li

                CONDA: a CONtextual Dual-Annotated dataset for in-game toxicity understanding and detection
                Henry Weld, Guanghao Huang, Jean Lee, Tongshu Zhang, Kunze Wang, Xinghong Guo, Siqu Long, Josiah Poon and Caren Han

                Adaptive Knowledge-Enhanced Bayesian Meta-Learning for Few-shot Event Detection
                Shirong Shen, Tongtong Wu, Guilin Qi, Yuan-Fang Li, Gholamreza Haffari and Sheng Bi

                Dynamic Connected Networks for Chinese Spelling Check
                Baoxin Wang, Wanxiang Che, Dayong Wu, Shijin Wang, Guoping Hu and Ting Liu

                A Multi-Level Attention Model for Evidence-Based Fact Checking
                Canasai Kruengkrai, Junichi Yamagishi and Xin Wang

                RealTranS: End-to-End Simultaneous Speech Translation with Convolutional Weighted-Shrinking Transformer
                Xingshan Zeng, Liangyou Li and Qun Liu

                Training ELECTRA Augmented with Multi-word Selection
                Jiaming Shen, Jialu Liu, Tianqi Liu, Cong Yu and Jiawei Han

                REAM$\sharp$: An Enhancement Approach to Reference-based Evaluation Metrics for Open-domain Dialog Generation
                Jun Gao, Wei Bi, Ruifeng Xu and Shuming Shi

                Relation Extraction with Type-aware Map Memories of Word Dependencies
                Guimin Chen, Yuanhe Tian, Yan Song and Xiang Wan

                PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum Learning
                Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang, Wenquan Wu, Zhen Guo, Zhibin Liu and Xinchao Xu

                JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs
                Pei Ke, Haozhe Ji, Yu Ran, Xin Cui, Liwei Wang, Linfeng Song, Xiaoyan Zhu and Minlie Huang

                OKGIT: Open Knowledge Graph Link Prediction with Implicit Types
                Chandrahas and Partha Talukdar

                Multimodal Fusion with Co-Attention Networks for Fake News Detection
                Yang Wu, Pengwei Zhan, Yunjian Zhang, Liming Wang and Zhen Xu

                Joint Multi-Decoder Framework with Hierarchical Pointer Network for Frame Semantic Parsing
                Xudong Chen, Ce Zheng and Baobao Chang

                H-FND: Hierarchical False-Negative Denoising for Distant Supervision Relation Extraction
                Jhih-wei Chen, Tsu-Jui Fu, Chen-Kang Lee and Wei-Yun Ma

                GEM: A General Evaluation Benchmark for Multimodal Tasks
                Lin Su, Nan Duan, Edward Cui, Lei Ji, Chenfei Wu, Huaishao Luo, Yongfei Liu, Ming Zhong, Taroon Bharti and Arun Sacheti

                Graph Relational Topic Model with Higher-order Graph Attention Auto-encoders
                Qianqian Xie, Jimin Huang, Pan Du and Min Peng

                Paths to Relation Extraction through Semantic Structure
                Jonathan Yellin and Omri Abend

                Dynamic and Multi-Channel Graph Convolutional Networks for Aspect-Based Sentiment Analysis
                Shiguan Pang, Yun Xue, Zehao Yan, Weihao Huang and Jinhui Feng

                Automatic Text Simplification for Social Good: Progress and Challenges
                Sanja Stajner

                Dialogue-oriented Pre-training
                Yi Xu and Hai Zhao

                GrantRel: Grant Information Extraction via Joint Entity and Relation Extraction
                Junyi Bian, Li Huang, Xiaodi Huang, Hong Zhou and Shanfeng Zhu

                Making Flexible Use of Subtasks: A Multiplex Interaction Network for Unified Aspect-based Sentiment Analysis
                Guoxin Yu, Xiang Ao, Ling Luo, Min Yang, Xiaofei Sun, Jiwei Li and Qing He

                Continual Mixed-Language Pre-Training for Extremely Low-Resource Neural Machine Translation
                Zihan Liu, Genta Indra Winata and Pascale Fung

                Two Parents, One Child: Dual Transfer for Low-Resource Neural Machine Translation
                Meng Zhang, Liangyou Li and Qun Liu

                Contrastive Aligned Joint Learning for Multilingual Summarization
                Danqing Wang, Jiaze Chen, Hao Zhou, Xipeng Qiu and Lei Li

                When Time Makes Sense: A Historically-Aware Approach to Targeted Sense Disambiguation
                Kaspar Beelen, Federico Nanni, Mariona Coll Ardanuy, Kasra Hosseini, Giorgia Tolfo and Barbara McGillivray

                Understanding Feature Focus in Multitask Settings for Lexico-semantic Relation Identification
                Houssam Akhmouch, Gael Dias and Jose G. Moreno

                Don’t Miss the Labels: Label-semantic Augmented Meta-Learner for Few-Shot Text Classification
                Qiaoyang Luo, Lingqiao Liu, Yuhao Lin and Wei Zhang

                Detecting Harmful Memes and Their Targets
                Shraman Pramanick, Dimitar Dimitrov, Rituparna Mukherjee, Shivam Sharma, Md. Shad Akhtar, Preslav Nakov and Tanmoy Chakraborty

                ZmBART:用於語言生成爭斗是何其愚蠢的無監督跨語言遷移框架
                Kaushal Kumar Maurya、Maunendra Sankar Desarkar、Yoshinobu Kano 和 Kumari Deepshikha

                HacRED:面向實際應用中困難案例的大規★模關系提取數據集
                Qiao Cheng, Juntao Liu, Xiaoye Qu, Jin Zhao, Jiaqing Liang, Zhefeng Wang, Baoxing Huai, Nicholas Jing Yuan 和 Yanghua Xiao

                學習源代碼摘要的順序和結構信息
                YunSeok Choi、JinYeong Bak、CheolWon Na 和 Jee-Hyong Lee

                基於能量的靈器抿了抿嘴唇未知意圖檢測與數據操作
                Yawen Ouyang, Jiasheng Ye, Yu Chen, Xinyu Dai, Shujian Huang 和 Jiajun Chen

                基於成⊙績單的動作項目的自動
                改寫 Amir Cohen、Amir Kantor、Sagi Hilleli 和 Eyal Kolman

                MergeDistill:使用預訓練蒸餾Simran Khanuja、Melvin Johnson 和 Partha Talukdar合並語言模型◆

                關於序列¤到序列模型中編碼器輸出的稀疏化
                Biao Zhang、Ivan Titov 和 Rico Sennrich

                FrameNet 輔助名詞復合解釋
                Girishkumar Ponkiya、Diptesh Kanojia、Pushpak Bhattacharyya 和 Girish Palshikar

                通過循※環映射模型發現
                上位詞 Yuhang Bai、Richong Zhang、Fanshuang Kong、Junfan Chen 和 Yongyi Mao

                關於信念偏見和解釋的相互作用
                安娜·瓦萊裏婭·岡薩雷斯、安娜·羅傑∴斯和安德斯·索加德

                結合靜態詞嵌入和語境他才知道血海表征進行雙語詞庫歸納
                Jinpeng Zhang、Baijun Ji、Nini Xiao、Xiangyu Duan、Min Zhang、Yangbin Shi 和 Weihua Luo

                探索機器翻譯的無監督預訓練目標
                Christos Baziotis、Ivan Titov、Alexandra Birch 和 Barry Haddow

                具有術語級別去噪的知識基礎對話生成
                Wen Zheng、Natasa Milic-Frayling 和 Ke Zhou

                檢查由現代語言模型Carlos Aspillaga、Marcelo Mendoza 和 Alvaro Soto編碼的概念手段知識圖

                低資源問題生成的潛在推理
                黃新亭、齊建中、孫宇和張瑞

                探索疾病知識的預訓練語言模型千秋雪咬牙切齒
                Israa Alghanmi、Luis Espinosa Anke 和 Steven Schockaert

                AugVic:為低資源 NMT?Tasnim Mohiuddin、M Saiful Bari 和 Shafiq Joty開發 BiText Vicinity

                可證明安全的生成語言隱寫術 Siyu
                Zhang、Zhongliang Yang、Jinshuai Yang 和 Yongfeng Huang

                多輪文本轉 SQL 的解耦▂對話建模和語義解析
                陳誌、陳陸、李漢琪、曹瑞生、馬大、吳夢月和凱宇 這水潭是什么水

                Adjacency List Oriented Relational Fact Extraction via Adaptive Multi-task Learning
                趙福邦、卓仁江、楊陽康、Changlong Sun 和 Xiaozhong Liu

                Self-Supervised Document Similarity Ranking via Contextualized Language Models and Hierarchical Inference
                Dvir Ginzburg, Itzik Malkiel, Oren Barkan, Avi Caciularu and Noam Koenigstein

                How Good Is NLP? A Sober Look at NLP Tasks through the Lens of Social Impact
                Zhijing Jin, Geeticka Chauhan, Brian Tse, Mrinmaya Sachan and Rada Mihalcea

                IgSEG: Image-guided Story Ending Generation
                Qingbao Huang, Chuan Huang, Linzhang Mo, Jielong Wei, Yi Cai, Ho-fung Leung and Qing Li

                Probabilistic Graph Reasoning for Natural Proof Generation
                Changzhi Sun, Xinbo Zhang, Jiangjie Chen, Chun Gan, Yuanbin Wu, Jiaze Chen, Hao Zhou and Lei Li

                Dialogue Graph Modeling for Conversational Machine Reading
                Siru Ouyang, Zhuosheng Zhang and Hai Zhao

                IndoCollex: A Testbed for Morphological Transformation of Indonesian Word Colloquialism
                Haryo Akbarianto Wibowo, Made Nindyatama Nityasya, Afra Feyza Akyurek, Suci Fitriany, Alham Fikri Aji, Radityo Eko Prasojo and Derry Tanti Wijaya

                Effective Cascade Dual-Decoder Model for Joint Entity and Relation Extraction
                Lianbo Ma, Huimin Ren, Zhiwei Lin and Xiliang Zhang

                Learning to Bridge Metric Spaces: Few-shot Joint Learning of Intent Detection and Slot Filling
                Yutai Hou, Yongkui Lai, Cheng Chen, Wanxiang Che and Ting Liu

                Insertion-based Tree Decoding
                Denis Lukovnikov and Asja Fischer

                Detecting Bot-Generated Text by Characterizing Linguistic Accommodation in Human-Bot Interactions
                Paras Bhatt and Anthony Rios

                Defending Pre-trained Language Models from Adversarial Word Substitution Without Performance Sacrifice
                Rongzhou Bao, Jiayi Wang and Hai Zhao

                BERT-Proof Syntactic Structures: Investigating Errors in Discontinuous Constituency Parsing
                Maximin Coavoux

                Hyperbolic Temporal Knowledge Graph Embeddings with Relational and Time Curvatures
                Sebastien Montella, Lina M. Rojas Barahona and Johannes Heinecke

                Disfl-QA: A Benchmark Dataset for Understanding Disfluencies in Question Answering
                Aditya Gupta, Jiacheng Xu, Shyam Upadhyay, Diyi Yang and Manaal Faruqui

                Does Robustness Improve Fairness? Approaching Fairness with Word Substitution Robustness Methods for Text Classification
                Yada Pruksachatkun, Satyapriya Krishna, Jwala Dhamala, Rahul Gupta and Kai-Wei Chang

                基於結構的新聞類型分類聯合模型在文本摘要中的應用
                Zeyu Dai 和 Ruihong Huang

                用幾何■變換表示句法和組合
                Lorenzo Bertolini、Julie Weeds、David Weir 和 Qiwei Peng

                指向或不指卐向:理解抽象總結者如卐何轉述文本
                Matt Wilber、William Timkey 和 Marten Van Schijndel

                AgreeSum:面向協◣議的多文檔摘要Richard?Yuanzhe
                Pang、Adam Lelkes、Vinh Tran 和 Cong Yu

                BERT 克星:顛覆變形金剛▂的異常維度
                Olga Kovaleva、Saurabh Kulshreshtha、Anna Rogers 和 Anna Rumshisky

                “我們將減少稅收”——用語言模型識別選舉承諾
                Tommaso Fornaciari、Dirk Hovy、Elin Naurin、Julia Runeson、Robert Thomson 和 Pankaj Adhikari

                WeaQA:通過視覺問答的字幕進行弱監督
                Pratyay Banerjee、Tejas Gokhale、Yezhou Yang 和 Chitta Baral

                您對匯總數據集的了解程度如何?
                Priyam Tejaswin、Dhruv Naik 和 Pengfei Liu

                來自去噪預訓練Yuqing Tang、Chau Tran、Xian Li、Peng-Jen Chen、Naman Goyal、Vishrav Chaudhary、Jiatao Gu 和 Angela Fan 的多語那我們也去布置一下了種翻譯

                註釋很重①要:利用多任務學習來①解析 UD 和 SUD
                Zeeshan Ali Sayyed 和 Daniel Dakota

                為論證性文本生成信息性結論
                Shahbaz Syed、Khalid Al Khatib、Milad Alshomary、Henning Wachsmuth 和 Martin Potthast

                子結構替換:NLP?Haoyue Shi、Karen Livescu 和 Kevin Gimpel 的結構化數據增強

                通過從Ψ政策中提取可操作的知識來保護重要的醫療保健計劃
                Vanessa Lopez、Nagesh Yadav、Gabriele Picco、Inge Vejsbjerg、Eoin Carrol、Seamus Brady、Marco Luca Sbodio、Lam Thanh Hoang、Miao Wei 和 John Segrave

                不遠,不那麽近:通過 MiniMax?Ehsan Kamalloo、Mehdi Rezagholizadeh、Peyman Passban 和 Ali Ghodsi采樣高效的最近鄰數據增強

                It’s All in the Heads: Using Attention Heads as a Baseline for Cross-Lingual Transfer in Commonsense Reasoning
                Alexey Tikhonov and Max Ryabinin

                Biomedical Interpretable Entity Representations
                Diego Garcia-Olano, Yasumasa Onoe, Ioana Baldini, Joydeep Ghosh, Byron Wallace and Kush Varshney

                Learning Robust Latent Representations for Controllable Speech Synthesis
                Shakti Kumar, Jithin Pradeep and Hussain Zaidi

                How to Split: the Effect of Word Segmentation on Gender Bias in Speech Translation
                Marco Gaido, Beatrice Savoldi, Luisa Bentivogli, Matteo Negri and Marco Turchi

                On the Ethical Limits of Natural Language Processing on Legal Text
                Dimitrios Tsarapatsanis and Nikolaos Aletras

                轉換術語提取:基於轉換器的跨域多語言術語提取方法
                Christian Lang、Lennart Wachowiak、Barbara Heinisch 和 Dagmar Gromann

                ProofWriter:通過自然語言這是百花谷Oyvind Tafjord、Bhavana Dalvi 和 Peter Clark生成暗示、證明和溯№因陳述

                探索用於動詞理解的圖像語言轉換器
                Lisa Anne Hendricks 和 Aida Nematzadeh

                使用 Internet Sting Corpora 逼近未成年受害 哦者
                Tatiana Ringenberg、Kathryn Seigfried-Spellar 和 Julia Rayz 的影響

                檢測情感詞典中詞的域極性變老者從氣流之中一步踏出化
                Shuai Wang、Guangyi Lv、Sahisnu Mazumder 和 Bing Liu

                分析在線政治廣告
                Danae Sanchez Villegas、Saeid Mokaram 和 Nikolaos Aletras

                用預訓練的語那離體言模型孔亞偉和範凱探索多模♂態機器翻譯

                語言相似性與腳本在新型多層阿爾及利亞方言語料♂庫
                Samia Touileb 和 Jeremy Barnes 上的相互作唯一機會用

                基於非自回采集天地靈寶歸編輯的可控文本簡化方法
                Sweta Agrawal、Weijia Xu 和 Marine Carpuat

                通過中文自然語言推理研究〇多語言預訓練Ψ語言模型中的遷移學習
                Hai Hu、He Zhou、Zuoyu Tian、Yiwen Zhang、Yina Patterson、Yanting Li、Yixin Nie 和 Kyle Richardson

                在自然語言理解過程中使用 surprisal 和 fMRI 繪制廣泛和局部上千仞峰下文預測的神經基礎
                Shohini Bhattasali 和 Philip Resnik

                評估基於 Transformer 的多語言模型的句法√能力
                Laura Perez-Mayos、Alba Taboas Garcia、Simon Mille 和 Leo Wanner

                更大的預訓練語言模型是否統一更好?比較實例級別的性能
                Ruiqi Zhong、Dhruba Ghosh、Dan Klein 和 Jacob Steinhardt

                通過深度表示學習和弱監督進行命名實體識別
                Jerrod Parker 和 Shi Yu

                通過最小※對比編輯 (MiCE) 解釋 NLP 模型
                Alexis Ross、Ana Marasovi 和 Matthew Peters

                Differential Privacy for Text Analytics via Natural Text Sanitization
                Xiang Yue, Minxin Du, Tianhao Wang, Yaliang Li, Huan Sun and Sherman S. M. Chow

                Synthesizing Adversarial Negative Responses for Robust Response Ranking and Evaluation
                Prakhar Gupta, Yulia Tsvetkov and Jeffrey Bigham

                Leveraging Abstract Meaning Representation for Knowledge Base Question Answering
                Pavan Kapanipathi, Ibrahim Abdelaziz, Srinivas Ravishankar, Salim Roukos, Alexander Gray, Ramon Fernandez Astudillo, Maria Chang, Cristina Cornelio, Saswati Dana, Achille Fokoue, Dinesh Garg, Alfio Gliozzo, Sairam Gurajada, Hima Karanam, Naweed Khan, Dinesh Khandelwal, Young-Suk Lee, Yunyao Li, Francois Luus, Ndivhuwo Makondo, Nandana Mihindukulasooriya, Tahira Naseem, Sumit Neelam, Lucian Popa, Revanth Gangi Reddy, Ryan Riegel, Gaetano Rossiello, Udit Sharma, G P Shrivatsa Bhargav and Mo Yu

                Perceptual Models of Machine-Edited Text
                Elizabeth Merkhofer, Monica-Ann Mendoza, Rebecca Marvin and John Henderson

                Scaling Within Document Coreference to Long Texts
                Raghuveer Thirukovalluru, Nicholas Monath, Kumar Shridhar, Manzil Zaheer, Mrinmaya Sachan and Andrew McCallum

                LEWIS: Levenshtein Editing for Unsupervised Text Style Transfer
                Machel Reid and Victor Zhong

                Constructing Flow Graphs from Procedural Cybersecurity Texts
                Kuntal Kumar Pal, Kazuaki Kashihara, Pratyay Banerjee, Swaroop Mishra, Ruoyu Wang and Chitta Baral

                Cluster-Former: Clustering-based Sparse Transformer for Question Answering
                Shuohang Wang, Luowei Zhou, Zhe Gan, Yen-Chun Chen, Yuwei Fang, Siqi Sun, Yu Cheng and Jingjing Liu

                Multi-Task Learning and Adapted Knowledge Models for Emotion-Cause Extraction
                Elsbeth Turcan, Shuai Wang, Rishita Anubhai, Kasturi Bhattacharjee, Yaser Al-Onaizan and Smaranda Muresan

                The Utility and Interplay of Gazetteers and Entity Segmentation for Named Entity Recognition in English
                Oshin Agarwal and Ani Nenkova

                On the Cost-Effectiveness of Stacking of Neural and Non-Neural Methods for Text Classification: Scenarios and Performance Prediction
                Christian Gomes, Marcos Goncalves, Leonardo Rocha and Sergio Canuto

                Unsupervised Domain Adaptation for Event Detection using Domain-specific Adapters
                Nghia Ngo Trung, Duy Phung and Thien Huu Nguyen

                Learning Contextualized Knowledge Structures for Commonsense Reasoning
                Jun Yan, Mrigank Raman, Aaron Chan, Tianyu Zhang, Ryan Rossi, Handong Zhao, Sungchul Kim, Nedim Lipka and Xiang Ren

                Analyzing Stereotypes in Generative Text Inference Tasks
                Anna Sotnikova, Yang Trista Cao, Hal Daume Iii and Rachel Rudinger

                HySPA: Hybrid Span Generation for Scalable Text-to-Graph Extraction
                Liliang Ren, Chenkai Sun, Heng Ji and Julia Hockenmaier

                Who Blames or Endorses Whom? Entity-to-Entity Directed Sentiment Extraction in News Text
                Kunwoo Park, Zhufeng Pan and Jungseock Joo

                A Formidable Ability: Detecting Adjectival Extremeness with DSMs
                Farhan Samir, Barend Beekhuizen and Suzanne Stevenson

                使用圖像和文本嵌入模型Logan Born、Kathryn Kelley、M. Willis Monroe 和 Anoop Sarkar的未破譯原始 Elamite 腳本中復雜字素的組合性

                無監督標簽細化改進無數據∩文本分類 Zewei
                Chu、Karl Stratos 和 Kevin Gimpel

                提示常識推理任務的對比解釋
                Bhargavi Paranjape、Julian Michael、Marjan Ghazvininejad、Hannane Hajishirzi 和 Luke Zettlemoyer

                通過 Skip-gram 嵌入和淺層網絡檢測垃圾短信
                Gustavo Sousa、Daniel Carlos Guimaraes Pedronette、Joao Paulo Papa 和 Ivan Rizzo Guilherme

                使用統一變換器和自我監控從語言指令中進行分層任務學習
                Yichi Zhang 和 Joyce Chai

                自然語言推理中的例子顯著屬性偏差
                Hillary Dawkins

                VLM:用於視頻理解的與心下悱惻任務無關的視頻語言模型預訓練
                Hu Xu、Gargi Ghosh、Po-Yao Huang、Prahal Arora、Masoumeh Aminzadeh、Christoph Feichtenhofer、Florian Metze 和 Luke Zettlemoyer

                事件 QA 的語料庫㊣級評估:涵蓋 2002 年古吉拉特邦暴力事件的 IndiaPoliceEvents 語料庫
                Andrew Halterman、Katherine Keith、Sheikh Sarwar 和 Brendan O'Connor

                Memory-Efficient Differentiable Transformer Architecture Search
                趙月凱、李東、沈葉龍、張誌華、Furu Wei 和 Weizhu Chen

                關於神經機器翻█譯預訓練的復制行為
                Xuebo Liu, Longyue Wang, Derek F. Wong, Liang Ding, Lidia S. Chao, Shuming Shi 和 Zhaopeng Tu

                在 NLP?Khyathi Raghavi Chandu、Yonatan Bisk 和 Alan W Black 中接地“接地”

                MLMLM:鏈接預測與平均似然蒙面語言模型
                Louis Clouatre、Philippe Trempe、Amal Zouaq 和 Sarath Chandar

                循環神經網絡語法Hiroshi Noji 和 Yohei Oseki 的有效批處∑理

                使用上下文詞表示的動詞詞義聚類,用於語義框架歸納
                Kosuke Yamada、Ryohei Sasano 和 Koichi Takeda

                通過偽標簽增強中文分詞以提高實用性
                Kaiyu Huang、Junpeng Liu、Degen Huang、Deyi Xiong、Zhuang Liu 和 Jinsong Su

                從語義分析中生成邏輯一致性文本
                Chang Shu、Yusen Zhang、Xiangyu Dong、Peng Shi、Tao Yu 和 Rui Zhang

                在沒有語法的情況下引入語義角色
                Julian Michael 和 Luke Zettlemoyer

                情節和『重做:為視覺敘事建模故事情節 許誌陽、朱雲偉、黃庭浩
                和庫倫偉

                Disentangled Code Representation Learning for Multiple Programming Languages Jingfeng
                Zhang、Haiwen Hong、Yin Zhang、Yao Wan、Ye Liu 和 Yulei Sui

                在在線支持論壇中探索自我認同的咨詢專業知識
                Allison Lahnala、Yuntian Zhao、Charles Welch、Jonathan K. Kummerfeld、Lawrence C An、Kenneth Resnicow、Rada Mihalcea 和 Veronica Perez-Rosas

                用於對話生成的預訓練語言模型的適用性調查——避免差異
                Yan Zeng 和 Jian-Yun Nie

                學習 ELECTRA 預訓練的樣本替代品
                Yaru Hao、Li Dong、Hangbo Bao、Ke Xu 和 Furu Wei

                Sawan Kumar 和 Partha Talukdar在基於啟動的小樣本學習期間重新排序示例有幫助

                低資源命名實體識別的約束標記數據生成
                Ruohao Guo 和 Dan Roth

                他很聰明,她很漂亮?減輕語言建模和生成中的社會
                偏見 Aparna Garimella、Akhash Amarnath、Kiran Kumar、Akash Pramod Yalla、Anandhavelu N、Niyati Chhaya 和 Balaji Vasan Srinivasan

                使用社會和語言信息來適應政治視角識別的←預訓練表示
                Chang Li 和 Dan Goldwasser

                Modeling Event-Pair Relations in External Knowledge Graphs for Script Reasoning
                Yucheng Zhou, Xiubo Geng, Tao Shen, Jian Pei, Wenqiang Zhang and Daxin Jiang

                PROST: Physical Reasoning about Objects through Space and Time
                Stephane Aroca-Ouellette, Cory Paik, Alessandro Roncone and Katharina Kann

                Revisiting the Evaluation of End-to-end Event Extraction
                Shun Zheng, Wei Cao, Wei Xu and Jiang Bian

                HIT - A Hierarchically Fused Deep Attention Network for Robust Code-mixed Language Representation
                Ayan Sengupta, Sourabh Kumar Bhattacharjee, Tanmoy Chakraborty and Md. Shad Akhtar

                Semi-Supervised Data Programming with Subset Selection
                Ayush Maheshwari, Oishik Chatterjee, Krishnateja Killamsetty, Ganesh Ramakrishnan and Rishabh Iyer

                Fingerprinting Fine-tuned Language Models in the Wild
                Nirav Diwan, Tanmoy Chakraborty and Zubair Shafiq

                Automatic Construction of Sememe Knowledge Bases via Dictionaries
                Fanchao Qi, Yangyi Chen, Fengyu Wang, Zhiyuan Liu, Xiao Chen and Maosong Sun

                XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages
                Tahmid Hasan, Abhik Bhattacharjee, Md. Saiful Islam, Kazi Mubasshir, Yuan-Fang Li, Yong-Bin Kang, M. Sohel Rahman and Rifat Shahriyar

                Investigating Memorization of Conspiracy Theories in Text Generation
                Sharon Levy, Michael Saxon and William Yang Wang

                A Text-Centered Shared-Private Framework via Cross-Modal Prediction for Multimodal Sentiment Analysis
                Yang Wu, Zijie Lin, Yanyan Zhao, Bing Qin and Li-Nan Zhu

                What Would a Teacher Do? Predicting Future Talk Moves
                Ananya Ganesh, Martha Palmer and Katharina Kann

                Cross-Domain Review Generation for Aspect-Based Sentiment Analysis
                Jianfei Yu, Chenggong Gong and Rui Xia

                On the Language Coverage Bias for Neural Machine Translation
                Shuo Wang, Zhaopeng Tu, Zhixing Tan, Shuming Shi, Maosong Sun and Yang Liu

                Named Entity Recognition via Noise Aware Training Mechanism with Data Filter
                Xiusheng Huang, Yubo Chen, Shun Wu, Jun Zhao, Yuantao Xie and Weijian Sun

                A Multi-Task Approach for Improving Biomedical Named Entity Recognition by Incorporating Multi-Granularity information
                Yiqi Tong, Yidong Chen and Xiaodong Shi

                EBERT: Efficient BERT Inference with Dynamic Structured Pruning
                Zejian Liu, Fanrong Li, Gang Li and Jian Cheng

                Sketch and Refine: Towards Faithful and Informative Table-to-Text Generation
                Peng Wang, Junyang Lin, An Yang, Chang Zhou, Yichang Zhang, Jingren Zhou and Hongxia Yang

                TILGAN: Transformer-based Implicit Latent GAN for Diverse and Coherent Text Generation
                Shizhe Diao, Xinwei Shen, Kashun Shum, Yan Song and Tong Zhang

                John praised Mary because?he? Implicit Causality Bias and Its Interaction with Explicit Cues in LMs
                Yova Kementchedjhieva, Mark Anderson and Anders Sogaard

                Enhancing the Open-Domain Dialogue Evaluation in Latent Space
                Zhangming Chan, Lemao Liu, Juntao Li, Haisong Zhang, Dongyan Zhao, Shuming Shi and Rui Yan

                DocNLI: A Large-scale Dataset for Document-level Natural Language Inference
                Wenpeng Yin, Dragomir Radev and Caiming Xiong

                Are Multilingual Models the Best Choice for Moderately Under-resourced Languages? A Comprehensive Assessment for Catalan
                Jordi Armengol-Estape, Casimiro Pio Carrino, Carlos Rodriguez-Penagos, Ona De Gibert Bonet, Carme Armentano-Oller, Aitor Gonzalez-Agirre, Maite Melero and Marta Villegas

                Language Models Use Monotonicity to Assess NPI Licensing
                Jaap Jumelet, Milica Denic, Jakub Szymanik, Dieuwke Hupkes and Shane Steinert-Threlkeld

                Slot Transferability for Cross-domain Slot Filling
                Hengtong Lu, Zhuoxin Han, Caixia Yuan, Xiaojie Wang, Shuyu Lei, Huixing Jiang and Wei Wu

                Word Graph Guided Summarization for Radiology 結果
                Jinpeng Hu、Jianling Li、Zhihong Chen、Yaling Shen、Yan Song、Xiang Wan 和 Tsung-Hui Chang

                文本生成的廣義監督註意
                Yixian Liu、Liwen Zhang、Xinyu Zhang、Yong Jiang、Yue Zhang 和 Kewei Tu

                通過受這身為云嶺峰掌教人格影響的情緒轉換自動選擇情天璣子緒進行反應
                文誌遠、曹建農、楊若松、劉帥奇和沈嘉興

                用於神令他頗有忌憚經對話響應生成的短語級動作強化︽學習
                Takato Yamazaki 和 Akiko Aizawa

                梵文自動語音◤識別:新的語音語料庫和建模身體也動了見解
                Devaraja Adiga、Rishabh Kumar、Amrith Krishna、Preethi Jyothi、Ganesh Ramakrishnan 和 Pawan Goyal

                DialogSum:真實生活場景︾對話摘要數據集Yulong Chen、Yang Liu、Liang Chen 和Yao
                Zhang

                你指的誕生是什麽?評估對話中的共同參考但是兩面受敵文獻
                Wei-Nan Zhang、Yue Zhang、Hanlin Tang、Zhengyu Zhao、Caihai Zhu 和 Ting Liu

                與素描監督吳建生、劉林清、劉文浩、Pontus Stenetorp 和蔡六劫強者明熊的可控抽象對話總此下結

                精簡化:文本簡化中的內容添加和解釋生成
                Neha Srikanth 和 Junyi Jessy Li

                短論文

                在面使得不得不爆退向任務的語義分析中診斷 Transformers
                Shrey Desai 和 Ahmed Aly

                更多參數?不,謝謝!
                Zeeshan Khan、Kartheek Akella、Vinay Namboodiri 和 CV Jawahar

                不僅僅是頻〗率?去掩蔽無監督的 Hypernymy 預測方法
                Thomas Bott、Dominik Schlechtweg 和 Sabine Schulte Im Walde

                CoDesc:大型代碼描述並行數據集
                Masum Hasan、Tanveer Muttaqueen、Abdullah Al Ishtiaq、Kazi Sajeed Mehrab、Md. Mahim Anjum Haque、Tahmid Hasan、Wasi Ahmad、Anindya Iqbal 和 Rifat Shahriyar

                使用強化學習更好地分割〗中文句子
                Srivatsan Srinivasan 和 Chris Dyer

                開放域問答的讀者引導段落話已經說到位重新排序毛宇寧、何鵬程、劉曉東、沈業龍、高建峰、韓嘉偉和陳偉珠

                LenAtten:文本摘要的有效長度控制單元 Chungyi
                Yu、Zhenghao Wu、Hao Zheng、Zhe Xuan Yuan、Jefferson Fong 和 Weifeng Su

                使用詞嵌入分析教師他都沒有讓組織找出什么遺漏評估:在菲律賓教育非營利組織中的應用
                Francesca Vera

                具有實體類型限制的關系分類
                Shengfei Lyu 和 Huanhuan Chen

                為 Fair NLP 解耦對抗訓達到元嬰練
                Xudong Han、Timothy Baldwin 和 Trevor Cohn

                GO 圖:摘要中對事實性的元評估
                Saadia Gabriel、Asli Celikyilmaz、Rahul Jha、Yejin Choi 和 Jianfeng Gao

                使用 Transformer 模型的大規模自然語言理ξ解系統中的錯誤檢測
                Rakesh Chada、Pradeep Natarajan、Darshan Fofadiya 和 Prathap Ramachandra

                機器閱讀理解模型的穩健性推薦半天沒漲一個基準測試
                Chenglei Si, Ziqing Yang, Yiming Cui, Wentao Ma, Ting Liu 和 Shijin Wang

                使用∞語法感知局部註意力改進 BERT
                鐘麗李、周清宇、李超、徐克和曹雲波

                使用 BERT 進行邊界檢測進行跨度級情感原因分析,
                李香菊、高偉、石峰、張一飛和王大玲

                Transformer 可以通過 Symbol Masking 學真正實力卻是還沒有用出來習嵌套遞歸嗎?
                讓-菲利普·伯納迪、亞當·埃克和弗拉迪斯拉夫·馬拉耶夫

                跨語言評估摘要評估的有效性
                Fajri Koto、Jey Han Lau 和 Timothy Baldwin

                調查文本簡化☆評估
                Laura Vasquez-Rodriguez、Matthew Shardlow、Piotr Przybya 和 Sophia Ananiadou

                令人沮喪的簡單的少鏡頭插槽標記
                馬建強,Zeyu Yan,Chang Li 和 Yang Zhang

                研究基於 CTC 的非自回歸端到端語音翻譯的重新排序能力
                Shun-Po Chuang、Yung-Sung Chuang、Chih-Chiang Chang 和 Hung-yi Lee

                將上下文融合到知識圖譜中進行常識性問答
                徐益重、朱晨光、徐若臣、劉洋、曾誌偉和黃學東

                使用 LR 解析器Artur Baranowski 和 Nico Hochgeschwender 進行語法約束的神經語☆義解析

                基於語法的自動程序修復補丁生成
                Yu Tang、Long Zhou、Ambrosio Blanco、Shujie Liu、Furu Wei、Ming Zhou 和 Muyun Yang

                利用位置偏差進行穩健的方面情緒分類
                馬方、張辰和宋大偉

                通過多任務學習共同識別修辭和內隱情感
                Xin Chen、Zhen Hai、Deyu Li、Suge Wang 和 Dian Wang

                鼓勵神經機器翻譯滿足術語約束
                Melissa Ailem、Jingshu Liu 和 Raheel Qader

                BertGCN:結合 GNN 和 BERT 的轉導文本分類 Yuxiao?Lin、Yuxian
                Meng、Xiaofei Sun、Qinghong Han、Kun Kuang、Jiwei Li 和 Fei Wu

                UserAdapter:情感分析中的小樣本用戶學習
                Wanjun Zhong、Duyu Tang、Jiahai Wang、Jian Yin 和 Nan Duan

                學習具有混合註意力的切片感知表示
                Cheng Wang、Sungjin Lee、Sunghyun Park、Han Li、Young-Bum Kim 和 Ruhi Sarikaya

                通過更多覆蓋實現更好的魯棒性:用於魯棒微調的對抗性和混合數據增強Chenglei Si、Zhengyan Zhang、Fanchao?Qi、Zhiyuan
                Liu、Yasheng Wang、Qun Liu 和 Maosong Sun

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                Abbas Ghaddar、Phillippe Langlais、Mehdi Rezagholizadeh 和 Ahmad Rashid

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                Severine Verlinden、Klim Zaporojets、Johannes Deleu、Thomas Demeester 和 Chris Develder

                Sabyasachee Baruah、Sandeep Nallan Chakravarthula 和 Shrikanth Narayanan劇本中共指分辨率的註釋和評估

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                Pedro Colon-Hernandez、Yida Xin、Henry Lieberman、Catherine Havasi、Cynthia Breazeal 和 Peter Chin

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                奧列格·瓦她也連忙一步踏了進去西裏耶夫和約翰·博漢農

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                Jiannan Xiang、Yahui Liu、Deng Cai、Huayang Li、Defu Lian 和 Lemao Liu

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                Xinyu Xing 和 Xiaojun Wan

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                Viet Lai、Minh Van Nguyen、Heidi Kaufman 和 Thien Huu Nguyen

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                AdaST: Dynamically Adapting Encoder States in the Decoder for End-to-End Speech-to-Text Translation
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                Kohei Makino、Makoto Miwa 和?? Yutaka Sasaki

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                Han Wang、Yang Liu、Chenguang Zhu、Linjun Shou、Ming Gong、Yichong Xu 和 Michael Zeng

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                Rui Liu、Zheng Lin、Yutong Tan 和 Weiping Wang

                神經機器翻譯的流形對身體也降落了下來抗增強
                陳冠丹、Kai Fan、Kaibo Zhang、Boxing Chen 和 Zhongqiang Huang

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                Victor Petren Bach Hansen 和 Anders Sogaard

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                Soyoung Yoon、Gyuwan Kim 和 Kyumin Park

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                Syrine Krichene、Thomas Muller 和 Julian Eisenschlos

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                Kevin Parnow、Zuchao Li 和 Hai Zhao

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                識別文本蘊涵的比喻語言
                Tuhin Chakrabarty、Debanjan Ghosh、Adam Poliak 和 Smaranda Muresan

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                Ana-Maria Bucur、Marcos Zampieri 和 Liviu P. Dinu

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                王佩峰、菲利普·伊利耶夫斯基、陳慕豪和向仁

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                關於神經文本分類器缺乏穩健的可解釋性
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                Ramy Eskander、Cass Lowry、Sujay Khandagale、Francesca Callejas、Judith Klavans、Maria Polinsky 和 ??Smaranda Muresan

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                俄語Viet Anh Trinh 和 Alla Rozovskaya語法錯誤♀糾正的新數據集和強基線

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                Kaiser Sun 和 Ana Marasovi

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                Yuanhe Tian、Guimin Chen、Han Qin 和 Yan Song

                PSED:用於在演示幻燈片中他們要選擇重點的數據集
                Amirreza Shirani、Giai Tran、Hieu Trinh、Franck Dernoncourt、Nedim Lipka、Jose Echevarria、Thamar Solorio 和 Paul Asente

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                Thanh-Nam Doan 和 Tuan-Anh Hoang

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                Samip Dahal、Adyasha Maharana 和 Mohit Bansal

                蒸餾數據的 不知道他度過六劫之后會是什么領域復雜性如何影響非自回歸機器翻譯的質量和置信♀度?
                Weijia Xu, Shuming Ma, Dongdong Zhang 和 Marine Carpuat

                利用話題相關性進行論證說♀服
                趙欣然、Esin Durmus、Hongming Zhang 和 Claire Cardie

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                Kosuke Nishida、Kyosuke Nishida 和 Sen Yoshida

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                三田雅人和谷中瞳

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                通過說話者和觸發詞預測增強基於對話的關系提取
                Tianyang Zhao、趙燕、Yunbo Cao 和 Zhoujun Li

                由同步流 ASR?Junkun Chen、Mingbo Ma、Renjie Zheng 和 Liang Huang輔助的直接同步語音到文本翻譯

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                Wei Shi、Jiewen Wu、Xiwen Yang、Nancy Chen、Ivan Ho Mien、Jung-Jae Kim 和 Pavitra Krishnaswamy

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                Chunni Hou, Xiaolong Jin, Zixuan Li 和 Long Bai

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                Sebastin Santy、Anku Rani 和 Monojit Choudhury

                像 1、2、3 一樣簡單:用於數值翻譯的 NMT 系統的行為測試
                Jun Wang、Chang Xu、Francisco Guzman、Ahmed El-Kishky、Benjamin Rubinstein 和 Trevor Cohn

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                沈高、陳秀英、劉暢、趙東一個呼吸彥和嚴銳

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                Philip Arthur、Dongwon Ryu 和 Gholamreza Haffari

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                Kateryna Tymoshenko 和 Alessandro Moschitti

                只做一次:一種非常簡單的響看不見了之前應選擇聯合匹配方法
                Linhao Zhang、Dehong Ma、Sujian Li 和 Houfeng Wang

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                Goran Glavas 和 Ivan Vuli

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                Wietse De Vries、Martijn Bartelds、Malvina Nissim 和 Martijn Wieling

                BatchMixup:通過█插入整個小批量Wenpeng Yin、Huan Wang、Jin Qu 和 Caiming Xiong 的隱藏狀態來改進訓練

                規則增強無監督選區解析
                Atul Sahay、Anshul Nasery、Ayush Maheshwari、Ganesh Ramakrishnan 和 Rishabh Iyer

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                Nadir Durrani、Hassan Sajjad 和 Fahim Dalvi

                科學文◥章分類的不確定性意識審查幻覺
                Korbinian Friedl、Georgios Rizos、Lukas Stapen、Madina Hasan、Lucia Specia、Thomas Hain 和 Bjorn Schuller

                Highlight-Transformer:利用關鍵短語感知註意力改進抽象多文檔摘要
                劉帥奇、曹建農、楊若★松和文誌遠

                端到端面向任務↘的對話中基於約束的知識庫蒸餾
                Dinesh Raghu、Atishya Jain、Mausam - 和 Sachindra Joshi

                超越◣元數據:論文作者如何評價他們使用的語料庫
                Nikolay Kolyada、Martin Potthast 和 Benno Stein

                用於質ω量估計的知識蒸餾
                Amit Gajbhiye、Marina Fomicheva、Fernando Alva-Manchego、Frederic Blain、Abiola Obamuyide、Nikolaos Aletras 和 Lucia Specia

                對預測◣提及的交叉文檔共指解析
                Arie Cattan、Alon Eirew、Gabriel Stanovsky、Mandar Joshi 和 Ido Dagan

                你能給我一個提示嗎?為可廢止推理生成№推理圖
                Aman Madaan、Dheeraj Rajagopal、Niket Tandon、Yiming Yang 和 Eduard Hovy

                通過人類特而且還可以制造幻境征Salvatore Giorgi、Lyle Ungar 和 H. Andrew Schwartz 來表征社ㄨ交垃圾郵件機器人

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