Works of Association for Computational Linguistics
- DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over ParagraphsDheeru Dua, Yizhong Wang, Pradeep Dasigi, et al.2019 · 941 citations
- Improved Inference for Unlexicalized ParsingSlav Petrov, Dan Klein2007 · 941 citations
- Bottom-Up Abstractive SummarizationSebastian Gehrmann, Yuntian Deng, Alexander Rush2018 · 939 citations
- Exploring Various Knowledge in Relation ExtractionGuoDong Zhou, Jian Su, Jie Zhang, et al.2005 · 937 citations
- Adversarial Example Generation with Syntactically Controlled Paraphrase NetworksMohit Iyyer, John Wieting, Kevin Gimpel, et al.2018 · 936 citations
- Findings of the 2016 Conference on Machine TranslationOndřej Bojar, Rajen Chatterjee, Christian Federmann, et al.2016 · 936 citations
- Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph ConstructionYi Luan, Luheng He, Mari Ostendorf, et al.2018 · 933 citations
- Rationalizing Neural PredictionsTao Lei, Regina Barzilay, Tommi Jaakkola2016 · 928 citations
- Modeling Coverage for Neural Machine TranslationZhaopeng Tu, Zhengdong Lu, Yang Liu, et al.2016 · 927 citations
- Collecting Highly Parallel Data for Paraphrase EvaluationDavid Chen, William Dolan2011 · 926 citations
- Findings of the 2014 Workshop on Statistical Machine TranslationOndřej Bojar, Christian Buck, Christian Federmann, et al.2014 · 923 citations
- Improving Machine Learning Approaches to Coreference ResolutionVincent Ng, Claire Cardie2002 · 923 citations
- Leveraging Linguistic Structure For Open Domain Information ExtractionGabor Angeli, Melvin Jose Johnson Premkumar, Christopher D. Manning2015 · 921 citations
- Clause Restructuring for Statistical Machine TranslationMichael Collins, Philipp Koehn, Ivona Kučerová2005 · 918 citations
- Deep Unordered Composition Rivals Syntactic Methods for Text ClassificationMohit Iyyer, Varun Manjunatha, Jordan Boyd-Graber, et al.2015 · 914 citations
- Modeling Local Coherence: An Entity-Based ApproachRegina Barzilay, Mirella Lapata2008 · 912 citations
- Universal DependenciesMarie-Catherine de Marneffe, Christopher D. Manning, Joakim Nivre, et al.2021 · 910 citations
- Applying Conditional Random Fields to Japanese Morphological AnalysisTaku Kudo, Kaoru Yamamoto, Yuji Matsumoto2004 · 909 citations
- Dependency-Based Construction of Semantic Space ModelsSebastian Padó, Mirella Lapata2007 · 906 citations
- Representing Text for Joint Embedding of Text and Knowledge BasesKristina Toutanova, Danqi Chen, Patrick Pantel, et al.2015 · 904 citations
- Joint Extraction of Entities and Relations Based on a Novel Tagging SchemeSuncong Zheng, Feng Wang, Hongyun Bao, et al.2017 · 902 citations
- Introduction to the CoNLL-2005 Shared Task: Semantic Role LabelingXavier Carreras, Lluís Màrquez2005 · 899 citations
- Using the Output Embedding to Improve Language ModelsOfir Press, Lior Wolf2017 · 891 citations
- CrowS-Pairs: A Challenge Dataset for Measuring Social Biases in Masked Language ModelsNikita Nangia, Clara Vania, Rasika Bhalerao, et al.2020 · 886 citations
- Is Attention Interpretable?Sofia Serrano, Noah A. Smith2019 · 885 citations
- Generating Natural Language Adversarial Examples through Probability Weighted Word SaliencyShuhuai Ren, Yihe Deng, Kun He, et al.2019 · 884 citations
- Are NLP Models really able to Solve Simple Math Word Problems?Arkil Patel, Satwik Bhattamishra, Navin Goyal2021 · 882 citations
- Joint Event Extraction via Recurrent Neural NetworksThien Huu Nguyen, Kyunghyun Cho, Ralph Grishman2016 · 881 citations
- MCTest: A Challenge Dataset for the Open-Domain Machine Comprehension of TextMatthew Richardson, Christopher J.C. Burges, Erin Renshaw2013 · 873 citations
- Instance Weighting for Domain Adaptation in NLPJing Jiang, ChengXiang Zhai2007 · 870 citations
- Learning Subjective LanguageJanyce Wiebe, Theresa Wilson, Rebecca Bruce, et al.2004 · 861 citations
- Transition-Based Dependency Parsing with Stack Long Short-Term MemoryChris Dyer, Miguel Ballesteros, Wang Ling, et al.2015 · 857 citations
- Nymble: a High-Performance Learning Name-finderDaniel M. Bikel, Scott Miller, Richard Schwartz, et al.1997 · 857 citations
- On Coreference Resolution Performance MetricsXiaoqiang Luo2005 · 855 citations
- Gender Bias in Coreference ResolutionRachel Rudinger, Jason Naradowsky, Brian Leonard, et al.2018 · 852 citations
- DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in ConversationDeepanway Ghosal, Navonil Majumder, Soujanya Poria, et al.2019 · 850 citations
- Intelligent Selection of Language Model Training DataRobert C. Moore, William Lewis2010 · 848 citations
- Effective Self-Training for ParsingDavid McClosky, Eugene Charniak, Mark Johnson2006 · 846 citations
- TaPas: Weakly Supervised Table Parsing via Pre-trainingJonathan Herzig, Pawel Krzysztof Nowak, Thomas Müller, et al.2020 · 844 citations
- UNIFIEDQA: Crossing Format Boundaries with a Single QA SystemDaniel Khashabi, Sewon Min, Tushar Khot, et al.2020 · 843 citations
- Visualizing and Understanding Neural Models in NLPJiwei Li, Xinlei Chen, Eduard Hovy, et al.2016 · 842 citations
- BERT-ATTACK: Adversarial Attack Against BERT Using BERTLinyang Li, Ruotian Ma, Qipeng Guo, et al.2020 · 840 citations
- Unsupervised Learning of Sentence Embeddings Using Compositional n-Gram FeaturesMatteo Pagliardini, Prakhar Gupta, Martin Jaggi2018 · 840 citations
- Findings of the 2019 Conference on Machine Translation (WMT19)Loïc Barrault, Ondřej Bojar, Marta R. Costa-jussà, et al.2019 · 839 citations
- A Unified MRC Framework for Named Entity RecognitionXiaoya Li, Jingrong Feng, Yuxian Meng, et al.2020 · 833 citations
- MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual TransferJonas Pfeiffer, Ivan Vulić, Iryna Gurevych, et al.2020 · 831 citations
- On the Sentence Embeddings from Pre-trained Language ModelsBohan Li, Hao Zhou, Junxian He, et al.2020 · 830 citations
- Kernel Methods for Relation ExtractionDmitry Zelenko, Chinatsu Aone, Anthony Richardella2002 · 829 citations
- Gated Self-Matching Networks for Reading Comprehension and Question AnsweringWenhui Wang, Nan Yang, Furu Wei, et al.2017 · 823 citations
- Automatic Evaluation of Topic CoherenceDavid Newman, Jey Han Lau, Karl Grieser, et al.2010 · 823 citations
- MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover DistanceWei Zhao, Maxime Peyrard, Fei Liu, et al.2019 · 822 citations
- Multi-Way, Multilingual Neural Machine Translation with a Shared Attention MechanismOrhan Firat, Kyunghyun Cho, Yoshua Bengio2016 · 821 citations
- Quantifying Mental Health Signals in TwitterGlen Coppersmith, Mark Dredze, Craig Harman2014 · 821 citations
- Paraphrasing with Bilingual Parallel CorporaColin Bannard, Chris Callison-Burch2005 · 821 citations
- ERASER: A Benchmark to Evaluate Rationalized NLP ModelsJay DeYoung, Sarthak Jain, Nazneen Fatema Rajani, et al.2020 · 820 citations
- SemEval-2016 Task 1: Semantic Textual Similarity, Monolingual and Cross-Lingual EvaluationEneko Agirre, Carmen Banea, Daniel Cer, et al.2016 · 820 citations
- Improving Vector Space Word Representations Using Multilingual CorrelationManaal Faruqui, Chris Dyer2014 · 819 citations
- GPT-NeoX-20B: An Open-Source Autoregressive Language ModelSidney Black, Stella Biderman, Eric Hallahan, et al.2022 · 818 citations
- Entity, Relation, and Event Extraction with Contextualized Span RepresentationsDavid Wadden, Ulme Wennberg, Yi Luan, et al.2019 · 818 citations
- Addressing the Rare Word Problem in Neural Machine TranslationThang Luong, Ilya Sutskever, Quoc Le, et al.2015 · 817 citations
- Scaling Neural Machine TranslationMyle Ott, Sergey Edunov, David Grangier, et al.2018 · 813 citations
- A New Dataset and Method for Automatically Grading ESOL TextsHelen Yannakoudakis, Ted Briscoe, Ben Medlock2011 · 813 citations
- Tokenizing, POS Tagging, Lemmatizing and Parsing UD 2.0 with UDPipeMilan Straka, Jana Straková2017 · 811 citations
- A Stylometric Inquiry into Hyperpartisan and Fake NewsMartin Potthast, Johannes Kiesel, Kevin Reinartz, et al.2018 · 808 citations
- Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional NetworksChen Zhang, Qiuchi Li, Dawei Song2019 · 807 citations
- Finding Deceptive Opinion Spam by Any Stretch of the ImaginationMyle Ott, Yejin Choi, Claire Cardie, et al.2011 · 806 citations
- Contextual Augmentation: Data Augmentation by Words with Paradigmatic RelationsSosuke Kobayashi2018 · 804 citations
- Obtaining Reliable Human Ratings of Valence, Arousal, and Dominance for 20,000 English WordsSaif Mohammad2018 · 800 citations
- Learning Deep Transformer Models for Machine TranslationQiang Wang, Bei Li, Tong Xiao, et al.2019 · 798 citations
- Named Entity Recognition using an HMM-based Chunk TaggerGuoDong Zhou, Jian Su2002 · 794 citations
- Multi-Task Learning for Multiple Language TranslationDaxiang Dong, Hua Wu, Wei He, et al.2015 · 791 citations
- Linguistic Regularities in Sparse and Explicit Word RepresentationsOmer Levy, Yoav Goldberg2014 · 790 citations
- NRC-Canada-2014: Detecting Aspects and Sentiment in Customer ReviewsSvetlana Kiritchenko, Xiaodan Zhu, Colin Cherry, et al.2014 · 788 citations
- Scaling to Very Very Large Corpora for Natural Language DisambiguationMichele Banko, Eric Brill2001 · 785 citations
- SemEval-2014 Task 10: Multilingual Semantic Textual SimilarityEneko Agirre, Carmen Banea, Claire Cardie, et al.2014 · 783 citations
- Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive StrategiesMax Grusky, Mor Naaman, Yoav Artzi2018 · 778 citations
- Supervised Learning of Universal Sentence Representations from Natural Language Inference DataAlexis Conneau, Douwe Kiela, Holger Schwenk, et al.2017 · 777 citations
- Can Large Language Models Transform Computational Social Science?Caleb Ziems, William Held, Omar Shaikh, et al.2023 · 776 citations
- Towards Reasoning in Large Language Models: A SurveyJie Huang, Kevin Chen-Chuan Chang2023 · 775 citations
- Relational Graph Attention Network for Aspect-based Sentiment AnalysisKai Wang, Weizhou Shen, Yunyi Yang, et al.2020 · 775 citations
- Domain Adaptation via Pseudo In-Domain Data SelectionAmittai Axelrod, Xiaodong He, Jianfeng Gao2011 · 773 citations
- A Syntactic Neural Model for General-Purpose Code GenerationPengcheng Yin, Graham Neubig2017 · 772 citations
- Classifying Relations via Long Short Term Memory Networks along Shortest Dependency PathsYan Xu, Lili Mou, Ge Li, et al.2015 · 769 citations
- UniXcoder: Unified Cross-Modal Pre-training for Code RepresentationDaya Guo, Shuai Lu, Nan Duan, et al.2022 · 768 citations
- Part-of-Speech Tagging for Twitter: Annotation, Features, and ExperimentsKevin Gimpel, Nathan Schneider, Brendan O'Connor, et al.2011 · 767 citations
- Rumor has it: Identifying Misinformation in MicroblogsVahed Qazvinian, Emily Rosengren, Dragomir R. Radev, et al.2011 · 764 citations
- On Measuring Social Biases in Sentence EncodersChandler May, Alex Wang, Shikha Bordia, et al.2019 · 761 citations
- Are You a Racist or Am I Seeing Things? Annotator Influence on Hate Speech Detection on TwitterZeerak Waseem2016 · 760 citations
- Colorless Green Recurrent Networks Dream HierarchicallyKristina Gulordava, Piotr Bojanowski, Edouard Grave, et al.2018 · 759 citations
- SemEval-2015 Task 2: Semantic Textual Similarity, English, Spanish and Pilot on InterpretabilityEneko Agirre, Carmen Banea, Claire Cardie, et al.2015 · 758 citations
- Learning Distributed Representations of Sentences from Unlabelled DataFelix Hill, Kyunghyun Cho, Anna Korhonen2016 · 756 citations
- Sarcasm as Contrast between a Positive Sentiment and Negative SituationEllen Riloff, Ashequl Qadir, Prafulla Surve, et al.2013 · 752 citations
- The Woman Worked as a Babysitter: On Biases in Language GenerationEmily Sheng, Kai-Wei Chang, Premkumar Natarajan, et al.2019 · 751 citations
- chrF++: words helping character n-gramsMaja Popović2017 · 749 citations
- An Improved Non-monotonic Transition System for Dependency ParsingMatthew Honnibal, Mark Johnson2015 · 749 citations
- Universal Dependency Annotation for Multilingual ParsingRyan McDonald, Joakim Nivre, Yvonne Quirmbach-Brundage, et al.2013 · 749 citations
- A Practical Part-of-Speech TaggerDoug Cutting, Julian Kupiec, Jan Pedersen, et al.1992 · 749 citations
- Towards Faithfully Interpretable NLP Systems: How Should We Define and Evaluate Faithfulness?Alon Jacovi, Yoav Goldberg2020 · 747 citations
- AdapterHub: A Framework for Adapting TransformersJonas Pfeiffer, Andreas Rücklé, Clifton Poth, et al.2020 · 747 citations
- Findings of the 2018 Conference on Machine Translation (WMT18)Ondřej Bojar, Christian Federmann, Mark Fishel, et al.2018 · 747 citations
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