Works of Association for Computational Linguistics
- Higher-Order Coreference Resolution with Coarse-to-Fine InferenceKenton Lee, Luheng He, Luke Zettlemoyer2018 · 612 citations
- CCGbank: A Corpus of CCG Derivations and Dependency Structures Extracted from the Penn TreebankJulia Hockenmaier, Mark Steedman2007 · 611 citations
- Extracting Relational Facts by an End-to-End Neural Model with Copy MechanismXiangrong Zeng, Daojian Zeng, Shizhu He, et al.2018 · 607 citations
- CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal DependenciesDaniel Zeman, Martin Popel, Milan Straka, et al.2017 · 604 citations
- Event Extraction by Answering (Almost) Natural QuestionsXinya Du, Claire Cardie2020 · 602 citations
- RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question AnsweringYingqi Qu, Yuchen Ding, Jing Liu, et al.2021 · 601 citations
- A Joint Neural Model for Information Extraction with Global FeaturesYing Lin, Heng Ji, Fei Huang, et al.2020 · 600 citations
- Attention Guided Graph Convolutional Networks for Relation ExtractionZhijiang Guo, Yan Zhang, Wei Lu2019 · 597 citations
- Named Entity Recognition as Dependency ParsingJuntao Yu, Bernd Bohnet, Massimo Poesio2020 · 594 citations
- Transformation Networks for Target-Oriented Sentiment ClassificationXin Li, Lidong Bing, Wai Lam, et al.2018 · 594 citations
- Co-Training for Cross-Lingual Sentiment ClassificationXiaojun Wan2009 · 594 citations
- FNet: Mixing Tokens with Fourier TransformsJames Lee-Thorp, Joshua Ainslie, Ilya Eckstein, et al.2022 · 593 citations
- Efficient Non-parametric Estimation of Multiple Embeddings per Word in Vector SpaceArvind Neelakantan, Jeevan Shankar, Alexandre Passos, et al.2014 · 593 citations
- WiC: the Word-in-Context Dataset for Evaluating Context-Sensitive Meaning RepresentationsMohammad Taher Pilehvar, Jose Camacho-Collados2019 · 592 citations
- Relation Extraction: Perspective from Convolutional Neural NetworksThien Huu Nguyen, Ralph Grishman2015 · 590 citations
- Deep Semantic Role Labeling: What Works and What's NextLuheng He, Kenton Lee, Mike Lewis, et al.2017 · 589 citations
- Fine-grained Opinion Mining with Recurrent Neural Networks and Word EmbeddingsPengfei Liu, Shafiq Joty, Helen Meng2015 · 589 citations
- Automatic Keyphrase Extraction: A Survey of the State of the ArtKazi Saidul Hasan, Vincent Ng2014 · 589 citations
- Evaluating Gender Bias in Machine TranslationGabriel Stanovsky, Noah A. Smith, Luke Zettlemoyer2019 · 588 citations
- DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment AnalysisChristos Baziotis, Nikos Pelekis, Christos Doulkeridis2017 · 587 citations
- Lexical Normalisation of Short Text Messages: Makn Sens a #twitterBo Han, Timothy Baldwin2011 · 586 citations
- Dissecting Contextual Word Embeddings: Architecture and RepresentationMatthew E. Peters, Mark Neumann, Luke Zettlemoyer, et al.2018 · 585 citations
- s1: Simple test-time scalingNiklas Muennighoff, Zitong Yang, Weijia Shi, et al.2025 · 584 citations
- Measuring Bias in Contextualized Word RepresentationsKeita Kurita, Nidhi Vyas, Ayush Pareek, et al.2019 · 584 citations
- PAWS: Paraphrase Adversaries from Word ScramblingYuan Zhang, Jason Baldridge, Luheng He2019 · 584 citations
- Deep multi-task learning with low level tasks supervised at lower layersAnders Søgaard, Yoav Goldberg2016 · 584 citations
- Minimum Bayes-Risk Decoding for Statistical Machine TranslationShankar Kumar, William Byrne2004 · 583 citations
- Unsupervised Large-Vocabulary Word Sense Disambiguation with Graph-based Algorithms for Sequence Data LabelingRada Mihalcea2005 · 582 citations
- Dear Sir or Madam, May I Introduce the GYAFC Dataset: Corpus, Benchmarks and Metrics for Formality Style TransferSudha Rao, Joel Tetreault2018 · 581 citations
- Solving General Arithmetic Word ProblemsSubhro Roy, Dan Roth2015 · 580 citations
- The WebNLG Challenge: Generating Text from RDF DataClaire Gardent, Anastasia Shimorina, Shashi Narayan, et al.2017 · 579 citations
- Racial Bias in Hate Speech and Abusive Language Detection DatasetsThomas Davidson, Debasmita Bhattacharya, Ingmar Weber2019 · 577 citations
- Hate Speech Dataset from a White Supremacy ForumOna de Gibert, Naiara Perez, Aitor García-Pablos, et al.2018 · 577 citations
- Refining Event Extraction through Cross-Document InferenceHeng Ji, Ralph Grishman2008 · 577 citations
- Improving Machine Translation Performance by Exploiting Non-Parallel CorporaDragos Stefan Munteanu, Daniel Marcu2005 · 576 citations
- Examining Gender and Race Bias in Two Hundred Sentiment Analysis SystemsSvetlana Kiritchenko, Saif Mohammad2018 · 574 citations
- Relation Classification via Multi-Level Attention CNNsLinlin Wang, Zhu Cao, Gerard de Melo, et al.2016 · 573 citations
- PhoBERT: Pre-trained language models for VietnameseDat Quoc Nguyen, Anh Tuan Nguyen2020 · 571 citations
- Multilingual Universal Sentence Encoder for Semantic RetrievalYinfei Yang, Daniel Cer, Amin Ahmad, et al.2020 · 571 citations
- A Hierarchical Bayesian Language Model Based On Pitman-Yor ProcessesYee Whye Teh2006 · 571 citations
- An Unsupervised Aspect-Sentiment Model for Online ReviewsSamuel Brody, Noemie Elhadad2010 · 569 citations
- Representing Text ChunksErik F. Tjong Kim Sang, Jorn Veenstra1999 · 569 citations
- Extractive Summarization as Text MatchingMing Zhong, Pengfei Liu, Yiran Chen, et al.2020 · 567 citations
- Sentence Simplification with Deep Reinforcement LearningXingxing Zhang, Mirella Lapata2017 · 567 citations
- A Survey on Recent Advances in Named Entity Recognition from Deep Learning modelsVikas Yadav, Steven Bethard2018 · 565 citations
- AGIEval: A Human-Centric Benchmark for Evaluating Foundation ModelsWanjun Zhong, Ruixiang Cui, Yiduo Guo, et al.2024 · 563 citations
- MIND: A Large-scale Dataset for News RecommendationFangzhao Wu, Ying Qiao, Jiun-Hung Chen, et al.2020 · 562 citations
- Leveraging Pre-trained Checkpoints for Sequence Generation TasksSascha Rothe, Shashi Narayan, Aliaksei Severyn2019 · 562 citations
- Massive Exploration of Neural Machine Translation ArchitecturesDenny Britz, Anna Goldie, Minh-Thang Luong, et al.2017 · 562 citations
- Collecting Image Annotations Using Amazon's Mechanical TurkCyrus Rashtchian, Peter Young, Micah Hodosh, et al.2010 · 562 citations
- Large Language Models Can Self-ImproveJiaxin Huang, Shixiang Gu, Le Hou, et al.2023 · 560 citations
- Finding Parts in Very Large CorporaMatthew Berland, Eugene Charniak1999 · 560 citations
- Extracting Opinions, Opinion Holders, and Topics Expressed in Online News Media TextSoo-Min Kim, Eduard Hovy2006 · 559 citations
- Neural Legal Judgment Prediction in EnglishIlias Chalkidis, Ion Androutsopoulos, Nikolaos Aletras2019 · 558 citations
- Unsupervised Modeling of Twitter ConversationsAlan Ritter, Colin Cherry, Bill Dolan2010 · 557 citations
- Neural Text Summarization: A Critical EvaluationWojciech Kryscinski, Nitish Shirish Keskar, Bryan McCann, et al.2019 · 555 citations
- Style Transfer Through Back-TranslationShrimai Prabhumoye, Yulia Tsvetkov, Ruslan Salakhutdinov, et al.2018 · 554 citations
- Event Detection and Domain Adaptation with Convolutional Neural NetworksThien Huu Nguyen, Ralph Grishman2015 · 554 citations
- The Best of Both Worlds: Combining Recent Advances in Neural Machine TranslationMia Xu Chen, Orhan Firat, Ankur Bapna, et al.2018 · 552 citations
- Dependency Treelet Translation: Syntactically Informed Phrasal SMTChris Quirk, Arul Menezes, Colin Cherry2005 · 549 citations
- Batch Tuning Strategies for Statistical Machine TranslationColin Cherry, George Foster2012 · 548 citations
- Sentence Fusion for Multidocument News SummarizationRegina Barzilay, Kathleen R. McKeown2005 · 548 citations
- Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative RefinementJason Lee, Elman Mansimov, Kyunghyun Cho2018 · 547 citations
- Learning to Compose Neural Networks for Question AnsweringJacob Andreas, Marcus Rohrbach, Trevor Darrell, et al.2016 · 547 citations
- Extracting Opinion Targets in a Single and Cross-Domain Setting with Conditional Random FieldsNiklas Jakob, Iryna Gurevych2010 · 545 citations
- Fast and Accurate Entity Recognition with Iterated Dilated ConvolutionsEmma Strubell, Patrick Verga, David Belanger, et al.2017 · 544 citations
- Facebook FAIR's WMT19 News Translation Task SubmissionNathan Ng, Kyra Yee, Alexei Baevski, et al.2019 · 543 citations
- Meteor 1.3: Automatic Metric for Reliable Optimization and Evaluation of Machine Translation SystemsMichael Denkowski, Alon Lavie2011 · 541 citations
- End-to-End Open-Domain Question Answering with BERTseriniWei Yang, Yuqing Xie, Aileen Lin, et al.2019 · 539 citations
- Conversational Memory Network for Emotion Recognition in Dyadic Dialogue VideosDevamanyu Hazarika, Soujanya Poria, Amir Zadeh, et al.2018 · 539 citations
- Document Ranking with a Pretrained Sequence-to-Sequence ModelRodrigo Nogueira, Zhiying Jiang, Ronak Pradeep, et al.2020 · 538 citations
- The Importance of Syntactic Parsing and Inference in Semantic Role LabelingVasin Punyakanok, Dan Roth, Wen-tau Yih2008 · 538 citations
- Cosmos QA: Machine Reading Comprehension with Contextual Commonsense ReasoningLifu Huang, Ronan Le Bras, Chandra Bhagavatula, et al.2019 · 536 citations
- Automatic Annotation and Evaluation of Error Types for Grammatical Error CorrectionChristopher Bryant, Mariano Felice, Ted Briscoe2017 · 534 citations
- Results of the WNUT2017 Shared Task on Novel and Emerging Entity RecognitionLeon Derczynski, Eric Nichols, Marieke van Erp, et al.2017 · 534 citations
- Learning principled bilingual mappings of word embeddings while preserving monolingual invarianceMikel Artetxe, Gorka Labaka, Eneko Agirre2016 · 533 citations
- Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-TuningArmen Aghajanyan, Sonal Gupta, Luke Zettlemoyer2021 · 530 citations
- The BEA-2019 Shared Task on Grammatical Error CorrectionChristopher Bryant, Mariano Felice, Øistein E. Andersen, et al.2019 · 530 citations
- Normalized Word Embedding and Orthogonal Transform for Bilingual Word TranslationChao Xing, Dong Wang, Chao Liu, et al.2015 · 528 citations
- Creating Training Corpora for NLG Micro-PlannersClaire Gardent, Anastasia Shimorina, Shashi Narayan, et al.2017 · 526 citations
- Simple, Scalable Adaptation for Neural Machine TranslationAnkur Bapna, Orhan Firat2019 · 524 citations
- ICON: Interactive Conversational Memory Network for Multimodal Emotion DetectionDevamanyu Hazarika, Soujanya Poria, Rada Mihalcea, et al.2018 · 523 citations
- Fact Checking: Task definition and dataset constructionAndreas Vlachos, Sebastian Riedel2014 · 523 citations
- Unsupervised Multilingual Sentence Boundary DetectionTibor Kiss, Jan Strunk2006 · 523 citations
- VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and InterpretationChanghan Wang, Morgane Riviere, Ann Lee, et al.2021 · 522 citations
- Using Semantic Roles to Improve Question AnsweringDan Shen, Mirella Lapata2007 · 522 citations
- Generation that Exploits Corpus-Based Statistical KnowledgeIrene Langkilde, Kevin Knight1998 · 521 citations
- Evaluating Models' Local Decision Boundaries via Contrast SetsMatt Gardner, Yoav Artzi, Victoria Basmov, et al.2020 · 520 citations
- Lexically Constrained Decoding for Sequence Generation Using Grid Beam SearchChris Hokamp, Qun Liu2017 · 520 citations
- SemEval-2014 Task 1: Evaluation of Compositional Distributional Semantic Models on Full Sentences through Semantic Relatedness and Textual EntailmentMarco Marelli, Luisa Bentivogli, Marco Baroni, et al.2014 · 520 citations
- Stance Detection with Bidirectional Conditional EncodingIsabelle Augenstein, Tim Rocktäschel, Andreas Vlachos, et al.2016 · 519 citations
- How Does NLP Benefit Legal System: A Summary of Legal Artificial IntelligenceHaoxi Zhong, Chaojun Xiao, Cunchao Tu, et al.2020 · 518 citations
- Breaking NLI Systems with Sentences that Require Simple Lexical InferencesMax Glockner, Vered Shwartz, Yoav Goldberg2018 · 517 citations
- Identifying Argumentative Discourse Structures in Persuasive EssaysChristian Stab, Iryna Gurevych2014 · 517 citations
- The Social Impact of Natural Language ProcessingDirk Hovy, Shannon L. Spruit2016 · 516 citations
- Automatic classification of citation functionSimone Teufel, Advaith Siddharthan, Dan Tidhar2006 · 516 citations
- Recursive Neural Conditional Random Fields for Aspect-based Sentiment AnalysisWenya Wang, Sinno Jialin Pan, Daniel Dahlmeier, et al.2016 · 514 citations
- DeCLUTR: Deep Contrastive Learning for Unsupervised Textual RepresentationsJohn Giorgi, Osvald Nitski, Bo Wang, et al.2021 · 513 citations
- Crowdsourcing Multiple Choice Science QuestionsJohannes Welbl, Nelson F. Liu, Matt Gardner2017 · 513 citations
- Learning to Solve Arithmetic Word Problems with Verb CategorizationMohammad Javad Hosseini, Hannaneh Hajishirzi, Oren Etzioni, et al.2014 · 513 citations
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