Works of Association for Computational Linguistics
- Large language models are few-shot clinical information extractorsMonica Agrawal, Stefan Hegselmann, Hunter Lang, et al.2022 · 448 citations
- CARER: Contextualized Affect Representations for Emotion RecognitionElvis Saravia, Hsien-Chi Toby Liu, Yen-Hao Huang, et al.2018 · 448 citations
- A Bootstrapping Method for Learning Semantic Lexicons using Extraction Pattern ContextsMichael Thelen, Ellen Riloff2002 · 448 citations
- Quality at a Glance: An Audit of Web-Crawled Multilingual DatasetsJulia Kreutzer, Isaac Caswell, Lisa Wang, et al.2021 · 447 citations
- Multi-Perspective Sentence Similarity Modeling with Convolutional Neural NetworksHua He, Kevin Gimpel, Jimmy Lin2015 · 447 citations
- Reading Level Assessment Using Support Vector Machines and Statistical Language ModelsSarah Schwarm, Mari Ostendorf2005 · 447 citations
- HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document SummarizationXingxing Zhang, Furu Wei, Ming Zhou2019 · 446 citations
- Context-Aware Neural Machine Translation Learns Anaphora ResolutionElena Voita, Pavel Serdyukov, Rico Sennrich, et al.2018 · 446 citations
- Neural Document Summarization by Jointly Learning to Score and Select SentencesQingyu Zhou, Nan Yang, Furu Wei, et al.2018 · 446 citations
- A Multi-Pass Sieve for Coreference ResolutionKarthik Raghunathan, Heeyoung Lee, Sudarshan Rangarajan, et al.2010 · 446 citations
- Contrastive Estimation: Training Log-Linear Models on Unlabeled DataNoah A. Smith, Jason Eisner2005 · 445 citations
- GeDi: Generative Discriminator Guided Sequence GenerationBen Krause, Akhilesh Deepak Gotmare, Bryan McCann, et al.2021 · 444 citations
- How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language ModelsPhillip Rust, Jonas Pfeiffer, Ivan Vulić, et al.2021 · 444 citations
- Masked Language Model ScoringJulian Salazar, Davis Liang, Toan Q. Nguyen, et al.2020 · 444 citations
- Ranking Generated Summaries by Correctness: An Interesting but Challenging Application for Natural Language InferenceTobias Falke, Leonardo F. R. Ribeiro, Prasetya Ajie Utama, et al.2019 · 444 citations
- OpenDialKG: Explainable Conversational Reasoning with Attention-based Walks over Knowledge GraphsSeungwhan Moon, Pararth Shah, Anuj Kumar, et al.2019 · 444 citations
- Has Machine Translation Achieved Human Parity? A Case for Document-level EvaluationSamuel Läubli, Rico Sennrich, Martin Volk2018 · 443 citations
- Modeling Joint Entity and Relation Extraction with Table RepresentationMakoto Miwa, Yutaka Sasaki2014 · 443 citations
- SemEval-2007 Task-17: English Lexical Sample, SRL and All WordsSameer Pradhan, Edward Loper, Dmitriy Dligach, et al.2007 · 442 citations
- An IR Approach for Translating New Words from Nonparallel, Comparable TextsPascale Fung, Lo Yuen Yee1998 · 442 citations
- Findings of the 2013 Workshop on Statistical Machine TranslationOndřej Bojar, Christian Buck, Chris Callison-Burch, et al.2013 · 441 citations
- Automatic construction of a hypernym-labeled noun hierarchy from textSharon A. Caraballo1999 · 441 citations
- DECISION LISTS FOR LEXICAL AMBIGUITY RESOLUTION: Application to Accent Restoration in Spanish and FrenchDavid Yarowsky1994 · 441 citations
- Temporal Analysis of Language through Neural Language ModelsYoon Kim, Yi-I Chiu, Kentaro Hanaki, et al.2014 · 439 citations
- Paraphrase-Driven Learning for Open Question AnsweringAnthony Fader, Luke Zettlemoyer, Oren Etzioni2013 · 438 citations
- Entity-Relation Extraction as Multi-Turn Question AnsweringXiaoya Li, Fan Yin, Zijun Sun, et al.2019 · 437 citations
- Fast Lexically Constrained Decoding with Dynamic Beam Allocation for Neural Machine TranslationMatt Post, David Vilar2018 · 437 citations
- The NomBank Project: An Interim ReportAdam Meyers, Ruth Reeves, Catherine Macleod, et al.2004 · 437 citations
- GPT-NER: Named Entity Recognition via Large Language ModelsShuhe Wang, Xiaofei Sun, Xiaoya Li, et al.2025 · 436 citations
- MuST-C: a Multilingual Speech Translation CorpusMattia A. Di Gangi, Roldano Cattoni, Luisa Bentivogli, et al.2019 · 436 citations
- Neural versus Phrase-Based Machine Translation Quality: a Case StudyLuisa Bentivogli, Arianna Bisazza, Mauro Cettolo, et al.2016 · 436 citations
- SemEval 2017 Task 10: ScienceIE - Extracting Keyphrases and Relations from Scientific PublicationsIsabelle Augenstein, Mrinal Das, Sebastian Riedel, et al.2017 · 435 citations
- Recognizing Named Entities in TweetsXiaohua Liu, Shaodian Zhang, Furu Wei, et al.2011 · 435 citations
- CoNLL-2011 Shared Task: Modeling Unrestricted Coreference in OntoNotesSameer Pradhan, Lance Ramshaw, Mitchell Marcus, et al.2011 · 434 citations
- Improving Text Embeddings with Large Language ModelsLiang Wang, Nan Yang, Xiaolong Huang, et al.2024 · 433 citations
- COMET-22: Unbabel-IST 2022 Submission for the Metrics Shared TaskRicardo Rei, José G. C. de Souza, Duarte Alves, et al.2022 · 433 citations
- One-step and Two-step Classification for Abusive Language Detection on TwitterJi Ho Park, Pascale Fung2017 · 433 citations
- Manual and Automatic Evaluation of Machine Translation between European LanguagesPhilipp Koehn, Christof Monz2006 · 433 citations
- Document-Level Event Argument Extraction by Conditional GenerationSha Li, Heng Ji, Jiawei Han2021 · 432 citations
- Self-Alignment Pretraining for Biomedical Entity RepresentationsFangyu Liu, Ehsan Shareghi, Zaiqiao Meng, et al.2021 · 432 citations
- oLMpics — On what Language Model Pre-training CapturesAlon Talmor, Yanai Elazar, Yoav Goldberg, et al.2019 · 432 citations
- Unsupervised Statistical Machine TranslationMikel Artetxe, Gorka Labaka, Eneko Agirre2018 · 432 citations
- Multi-Source Neural TranslationBarret Zoph, Kevin Knight2016 · 432 citations
- PATTY: A Taxonomy of Relational Patterns with Semantic TypesNdapandula Nakashole, Gerhard Weikum, Fabian Suchanek2012 · 432 citations
- Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot FlyNora Kassner, Hinrich Schütze2020 · 431 citations
- Deep Communicating Agents for Abstractive SummarizationAsli Celikyilmaz, Antoine Bosselut, Xiaodong He, et al.2018 · 431 citations
- Inducing Domain-Specific Sentiment Lexicons from Unlabeled CorporaWilliam L. Hamilton, Kevin Clark, Jure Leskovec, et al.2016 · 431 citations
- Word-Based Dialog State Tracking with Recurrent Neural NetworksMatthew Henderson, Blaise Thomson, Steve Young2014 · 431 citations
- A Unigram Orientation Model for Statistical Machine TranslationChristoph Tillmann2004 · 430 citations
- Experience Grounds LanguageYonatan Bisk, Ari Holtzman, Jesse Thomason, et al.2020 · 429 citations
- A general framework for information extraction using dynamic span graphsYi Luan, Dave Wadden, Luheng He, et al.2019 · 427 citations
- SemEval-2017 Task 8: RumourEval: Determining rumour veracity and support for rumoursLeon Derczynski, Kalina Bontcheva, Maria Liakata, et al.2017 · 427 citations
- Joint Learning of the Embedding of Words and Entities for Named Entity DisambiguationIkuya Yamada, Hiroyuki Shindo, Hideaki Takeda, et al.2016 · 427 citations
- Benchmarking Retrieval-Augmented Generation for MedicineGuangzhi Xiong, Qiao Jin, Zhiyong Lu, et al.2024 · 426 citations
- Sequicity: Simplifying Task-oriented Dialogue Systems with Single Sequence-to-Sequence ArchitecturesWenqiang Lei, Xisen Jin, Min-Yen Kan, et al.2018 · 426 citations
- Learning Bilingual Lexicons from Monolingual CorporaAria Haghighi, Percy Liang, Taylor Berg-Kirkpatrick, et al.2008 · 426 citations
- The Internal State of an LLM Knows When It's LyingAmos Azaria, Tom Mitchell2023 · 425 citations
- Neural AMR: Sequence-to-Sequence Models for Parsing and GenerationIoannis Konstas, Srinivasan Iyer, Mark Yatskar, et al.2017 · 425 citations
- Natural Language Inference by Tree-Based Convolution and Heuristic MatchingLili Mou, Rui Men, Ge Li, et al.2016 · 425 citations
- How we BLESSed distributional semantic evaluationMarco Baroni, Alessandro Lenci2011 · 425 citations
- Controlling Linguistic Style Aspects in Neural Language GenerationJessica Ficler, Yoav Goldberg2017 · 424 citations
- Controllable Abstractive SummarizationAngela Fan, David Grangier, Michael Auli2018 · 423 citations
- The INCEpTION Platform: Machine-Assisted and Knowledge-Oriented Interactive AnnotationJan-Christoph Klie, Michael Bugert, Beto Boullosa, et al.2018 · 422 citations
- Improving Coreference Resolution by Learning Entity-Level Distributed RepresentationsKevin Clark, Christopher D. Manning2016 · 422 citations
- Phrase Dependency Parsing for Opinion MiningYuanbin Wu, Qi Zhang, Xuanjing Huang, et al.2009 · 422 citations
- Template-Based Named Entity Recognition Using BARTLeyang Cui, Yu Wu, Jian Liu, et al.2021 · 420 citations
- Event Extraction as Machine Reading ComprehensionJian Liu, Yubo Chen, Kang Liu, et al.2020 · 420 citations
- Iterative Back-Translation for Neural Machine TranslationVu Cong Duy Hoang, Philipp Koehn, Gholamreza Haffari, et al.2018 · 420 citations
- Optimizing Chinese Word Segmentation for Machine Translation PerformancePi-Chuan Chang, Michel Galley, Christopher D. Manning2008 · 420 citations
- Data Augmentation for Low-Resource Neural Machine TranslationMarzieh Fadaee, Arianna Bisazza, Christof Monz2017 · 419 citations
- ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual LearningViet Dac Lai, Nghia Ngo, Amir Pouran Ben Veyseh, et al.2023 · 418 citations
- Deal or No Deal? End-to-End Learning of Negotiation DialoguesMike Lewis, Denis Yarats, Yann Dauphin, et al.2017 · 418 citations
- Tailoring Continuous Word Representations for Dependency ParsingMohit Bansal, Kevin Gimpel, Karen Livescu2014 · 418 citations
- Automatic sense prediction for implicit discourse relations in textEmily Pitler, Annie Louis, Ani Nenkova2009 · 418 citations
- Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality MetricsArtidoro Pagnoni, Vidhisha Balachandran, Yulia Tsvetkov2021 · 417 citations
- Incrementality in Deterministic Dependency ParsingJoakim Nivre2004 · 417 citations
- Recognizing Stances in Ideological On-Line DebatesSwapna Somasundaran, Janyce Wiebe2010 · 416 citations
- 75 Languages, 1 Model: Parsing Universal Dependencies UniversallyDan Kondratyuk, Milan Straka2019 · 415 citations
- Harnessing Context Incongruity for Sarcasm DetectionAditya Joshi, Vinita Sharma, Pushpak Bhattacharyya2015 · 415 citations
- Word Sense Disambiguation Improves Statistical Machine TranslationYee Seng Chan, Hwee Tou Ng, David Chiang2007 · 415 citations
- Measuring the Semantic Similarity of TextsCourtney Corley, Rada Mihalcea2005 · 415 citations
- Weight Poisoning Attacks on Pretrained ModelsKeita Kurita, Paul Michel, Graham Neubig2020 · 414 citations
- PPDB 2.0: Better paraphrase ranking, fine-grained entailment relations, word embeddings, and style classificationEllie Pavlick, Pushpendre Rastogi, Juri Ganitkevitch, et al.2015 · 414 citations
- Gender and Dialect Bias in YouTube's Automatic CaptionsRachael Tatman2017 · 413 citations
- Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove ThemHila Gonen, Yoav Goldberg2019 · 412 citations
- Recognizing Implicit Discourse Relations in the Penn Discourse TreebankZiheng Lin, Min-Yen Kan, Hwee Tou Ng2009 · 412 citations
- Factual Probing Is [MASK]: Learning vs. Learning to RecallZexuan Zhong, Dan Friedman, Danqi Chen2021 · 411 citations
- Document-Level Neural Machine Translation with Hierarchical Attention NetworksLesly Miculicich, Dhananjay Ram, Nikolaos Pappas, et al.2018 · 411 citations
- Abusive Language Detection on Arabic Social MediaHamdy Mubarak, Kareem Darwish, Walid Magdy2017 · 411 citations
- Catching the Drift: Probabilistic Content Models, with Applications to Generation and SummarizationRegina Barzilay, Lillian Lee2004 · 411 citations
- CLPsych 2015 Shared Task: Depression and PTSD on TwitterGlen Coppersmith, Mark Dredze, Craig Harman, et al.2015 · 410 citations
- SemEval-2019 Task 3: EmoContext Contextual Emotion Detection in TextAnkush Chatterjee, Kedhar Nath Narahari, Meghana Joshi, et al.2019 · 409 citations
- Lattice-based Minimum Error Rate Training for Statistical Machine TranslationWolfgang Macherey, Franz Och, Ignacio Thayer, et al.2008 · 409 citations
- A Computational Approach to Understanding Empathy Expressed in Text-Based Mental Health SupportAshish Sharma, Adam Miner, David Atkins, et al.2020 · 408 citations
- Multilingual and Multi-Aspect Hate Speech AnalysisNedjma Ousidhoum, Zizheng Lin, Hongming Zhang, et al.2019 · 408 citations
- Multi-Turn Response Selection for Chatbots with Deep Attention Matching NetworkXiangyang Zhou, Lu Li, Daxiang Dong, et al.2018 · 408 citations
- Exploiting Source-side Monolingual Data in Neural Machine TranslationJiajun Zhang, Chengqing Zong2016 · 408 citations
- An Annotation Scheme for Free Word Order LanguagesWojciech Skut, Brigitte Krenn, Thorsten Brants, et al.1997 · 408 citations
- Abstractive Document Summarization with a Graph-Based Attentional Neural ModelJiwei Tan, Xiaojun Wan, Jianguo Xiao2017 · 407 citations
- A Character-level Decoder without Explicit Segmentation for Neural Machine TranslationJunyoung Chung, Kyunghyun Cho, Yoshua Bengio2016 · 407 citations
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