Works of United States
- Semi-Supervised Sequence Modeling with Cross-View TrainingKevin Clark, Minh-Thang Luong, Christopher D. Manning, et al.2018 · 489 citations
- Multi-Prototype Vector-Space Models of Word MeaningJoseph Reisinger, Raymond J. Mooney2010 · 489 citations
- PCFG Models of Linguistic Tree RepresentationsMark Johnson1998 · 488 citations
- BERT for Coreference Resolution: Baselines and AnalysisMandar Joshi, Omer Levy, Luke Zettlemoyer, et al.2019 · 488 citations
- A Convolutional Encoder Model for Neural Machine TranslationJonas Gehring, Michael Auli, David Grangier, et al.2017 · 487 citations
- BBQ: A hand-built bias benchmark for question answeringAlicia Parrish, Angelica Chen, Nikita Nangia, et al.2022 · 487 citations
- Discovering Relations among Named Entities from Large CorporaTakaaki Hasegawa, Satoshi Sekine, Ralph Grishman2004 · 486 citations
- Towards an Automatic Turing Test: Learning to Evaluate Dialogue ResponsesRyan Lowe, Michael Noseworthy, Iulian V. Serban, et al.2017 · 486 citations
- EmoNet: Fine-Grained Emotion Detection with Gated Recurrent Neural NetworksMuhammad Abdul-Mageed, Lyle Ungar2017 · 486 citations
- What do Neural Machine Translation Models Learn about Morphology?Yonatan Belinkov, Nadir Durrani, Fahim Dalvi, et al.2017 · 485 citations
- Named Entity Recognition through Classifier CombinationRadu Florian, Abe Ittycheriah, Hongyan Jing, et al.2003 · 484 citations
- ParlAI: A Dialog Research Software PlatformAlexander Miller, Will Feng, Dhruv Batra, et al.2017 · 483 citations
- Part-of-Speech Tagging Guidelines for the Penn Treebank Project (3rd Revision)Beatrice Santorini1990 · 483 citations
- Semantic Parsing for Single-Relation Question AnsweringWen-tau Yih, Xiaodong He, Christopher Meek2014 · 483 citations
- Learning Multilingual Subjective Language via Cross-Lingual ProjectionsRada Mihalcea, Carmen Banea, Janyce Wiebe2007 · 482 citations
- Regularizing Neural Networks by Penalizing Confident Output DistributionsGabriel Pereyra, George Tucker, Jan Chorowski, et al.2017 · 482 citations
- REPLUG: Retrieval-Augmented Black-Box Language ModelsWeijia Shi, Sewon Min, Michihiro Yasunaga, et al.2023 · 482 citations
- Solving olympiad geometry without human demonstrationsTrieu H. Trinh, Yuhuai Wu, Quoc V. Le, et al.2024 · 482 citations
- Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human AnnotationsPeiyi Wang, Lei Li, Zhihong Shao, et al.2024 · 482 citations
- Named Entity Recognition for Chinese Social Media with Jointly Trained EmbeddingsNanyun Peng, Mark Dredze2015 · 481 citations
- Universal DependenciesMarie-Catherine de Marneffe, Christopher D. Manning, Joakim Nivre, et al.2021 · 480 citations
- Null It Out: Guarding Protected Attributes by Iterative Nullspace ProjectionShauli Ravfogel, Yanai Elazar, Hila Gonen, et al.2020 · 480 citations
- ToTTo: A Controlled Table-To-Text Generation DatasetAnkur Parikh, Xuezhi Wang, Sebastian Gehrmann, et al.2020 · 479 citations
- Information Fusion in the Context of Multi-Document SummarizationRegina Barzilay, Kathleen R. McKeown, Michael Elhadad1999 · 477 citations
- Enabling Large Language Models to Generate Text with CitationsTianyu Gao, Howard Yen, Jiatong Yu, et al.2023 · 477 citations
- Loss in Translation: Learning Bilingual Word Mapping with a Retrieval CriterionArmand Joulin, Piotr Bojanowski, Tomas Mikolov, et al.2018 · 477 citations
- ColBERTv2: Effective and Efficient Retrieval via Lightweight Late InteractionKeshav Santhanam, Omar Khattab, Jon Saad-Falcon, et al.2022 · 477 citations
- A Maximum Entropy Approach to Identifying Sentence BoundariesJeffrey C. Reynar, Adwait Ratnaparkhi1997 · 474 citations
- Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference timeMitchell Wortsman, Gabriel Ilharco, Samir Yitzhak Gadre, et al.2022 · 474 citations
- Syntax Augmented Machine Translation via Chart ParsingAndreas Zollmann, Ashish Venugopal2006 · 474 citations
- A Simple and Effective Hierarchical Phrase Reordering ModelMichel Galley, Christopher D. Manning2008 · 472 citations
- Demographic Dialectal Variation in Social Media: A Case Study of African-American EnglishSu Lin Blodgett, Lisa Green, Brendan O'Connor2016 · 470 citations
- What to do about bad language on the internetJacob Eisenstein2013 · 469 citations
- Achieving Open Vocabulary Neural Machine Translation with Hybrid Word-Character ModelsMinh-Thang Luong, Christopher D. Manning2016 · 469 citations
- Large Language Models: A SurveyShervin Minaee, Tomas Mikolov, Narjes Nikzad, et al.2024 · 467 citations
- When and Why Are Pre-Trained Word Embeddings Useful for Neural Machine Translation?Ye Qi, Devendra Sachan, Matthieu Felix, et al.2018 · 466 citations
- Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERTShijie Wu, Mark Dredze2019 · 466 citations
- Evaluating Large Language Models in Theory of Mind TasksMichal Kosinski2023 · 465 citations
- Word-Sense Disambiguation Using Statistical MethodsPeter F. Brown, Stephen A. Della Pietra, Vincent J. Della Pietra, et al.1991 · 464 citations
- Learning Synchronous Grammars for Semantic Parsing with Lambda CalculusYuk Wah Wong, Raymond Mooney2007 · 464 citations
- Masked Autoencoders Are Scalable Vision LearnersKaiming He, Xinlei Chen, Saining Xie, et al.2021 · 463 citations
- Representation Learning Using Multi-Task Deep Neural Networks for Semantic Classification and Information RetrievalXiaodong Liu, Jianfeng Gao, Xiaodong He, et al.2015 · 463 citations
- Findings of the 2015 Workshop on Statistical Machine TranslationOndřej Bojar, Rajen Chatterjee, Christian Federmann, et al.2015 · 461 citations
- Deep Reinforcement Learning for Mention-Ranking Coreference ModelsKevin Clark, Christopher D. Manning2016 · 461 citations
- Defending Against Neural Fake NewsRowan Zellers, Ari Holtzman, Hannah Rashkin, et al.2019 · 461 citations
- Denoising Diffusion Implicit ModelsJiaming Song, Chenlin Meng, Stefano Ermon2020 · 460 citations
- Distributional Semantics in TechnicolorElia Bruni, Gemma Boleda, Marco Baroni, et al.2012 · 459 citations
- SimVLM: Simple Visual Language Model Pretraining with Weak SupervisionZirui Wang, Jiahui Yu, Adams Wei Yu, et al.2021 · 459 citations
- Are All Languages Created Equal in Multilingual BERT?Shijie Wu, Mark Dredze2020 · 458 citations
- A Persona-Based Neural Conversation ModelJiwei Li, Michel Galley, Chris Brockett, et al.2016 · 456 citations
- Discourse Segmentation of Multi-Party ConversationMichel Galley, Kathleen R. McKeown, Eric Fosler-Lussier, et al.2003 · 455 citations
- Learning Semantic Correspondences with Less SupervisionPercy Liang, Michael Jordan, Dan Klein2009 · 455 citations
- Bilingual Word Representations with Monolingual Quality in MindThang Luong, Hieu Pham, Christopher D. Manning2015 · 453 citations
- Deep Keyphrase GenerationRui Meng, Sanqiang Zhao, Shuguang Han, et al.2017 · 453 citations
- LinkBERT: Pretraining Language Models with Document LinksMichihiro Yasunaga, Jure Leskovec, Percy Liang2022 · 452 citations
- Meta-Learning for Low-Resource Neural Machine TranslationJiatao Gu, Yong Wang, Yun Chen, et al.2018 · 451 citations
- Inherent Disagreements in Human Textual InferencesEllie Pavlick, Tom Kwiatkowski2019 · 451 citations
- ProphetNet: Predicting Future N-gram for Sequence-to-SequencePre-trainingWeizhen Qi, Yu Yan, Yeyun Gong, et al.2020 · 451 citations
- Large language models are few-shot clinical information extractorsMonica Agrawal, Stefan Hegselmann, Hunter Lang, et al.2022 · 448 citations
- Show your work: Scratchpads for intermediate computation with language models2021 · 448 citations
- A Bootstrapping Method for Learning Semantic Lexicons using Extraction Pattern ContextsMichael Thelen, Ellen Riloff2002 · 448 citations
- Multi-Perspective Sentence Similarity Modeling with Convolutional Neural NetworksHua He, Kevin Gimpel, Jimmy Lin2015 · 447 citations
- Quality at a Glance: An Audit of Web-Crawled Multilingual DatasetsJulia Kreutzer, Isaac Caswell, Lisa Wang, et al.2021 · 447 citations
- Reading Level Assessment Using Support Vector Machines and Statistical Language ModelsSarah Schwarm, Mari Ostendorf2005 · 447 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
- FinGPT: Open-Source Financial Large Language ModelsHongyang Yang, Xiao-Yang Liu, Christina Dan Wang2023 · 445 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
- GeDi: Generative Discriminator Guided Sequence GenerationBen Krause, Akhilesh Deepak Gotmare, Bryan McCann, et al.2021 · 444 citations
- Masked Language Model ScoringJulian Salazar, Davis Liang, Toan Q. Nguyen, et al.2020 · 444 citations
- FreeLB: Enhanced Adversarial Training for Natural Language UnderstandingChen Zhu, Yu Cheng, Zhe Gan, et al.2019 · 443 citations
- Pretrained Transformers Improve Out-of-Distribution RobustnessDan Hendrycks, Xiaoyuan Liu, Eric Wallace, et al.2020 · 442 citations
- SemEval-2007 Task-17: English Lexical Sample, SRL and All WordsSameer Pradhan, Edward Loper, Dmitriy Dligach, et al.2007 · 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
- One Sense per CollocationDavid Yarowsky1993 · 440 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
- Measuring Coding Challenge Competence With APPSDan Hendrycks, Steven Basart, Saurav Kadavath, et al.2021 · 438 citations
- Entity-Relation Extraction as Multi-Turn Question AnsweringXiaoya Li, Fan Yin, Zijun Sun, et al.2019 · 437 citations
- The NomBank Project: An Interim ReportAdam Meyers, Ruth Reeves, Catherine Macleod, et al.2004 · 437 citations
- Fast Lexically Constrained Decoding with Dynamic Beam Allocation for Neural Machine TranslationMatt Post, David Vilar2018 · 437 citations
- GPT-NER: Named Entity Recognition via Large Language ModelsShuhe Wang, Xiaofei Sun, Xiaoya Li, et al.2025 · 436 citations
- Arabic Dialect IdentificationOmar F. Zaidan, Chris Callison-Burch2014 · 436 citations
- SemEval 2017 Task 10: ScienceIE - Extracting Keyphrases and Relations from Scientific PublicationsIsabelle Augenstein, Mrinal Das, Sebastian Riedel, et al.2017 · 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
- Document-Level Event Argument Extraction by Conditional GenerationSha Li, Heng Ji, Jiawei Han2021 · 432 citations
- oLMpics — On what Language Model Pre-training CapturesAlon Talmor, Yanai Elazar, Yoav Goldberg, et al.2019 · 432 citations
- Multi-Source Neural TranslationBarret Zoph, Kevin Knight2016 · 432 citations
- Deep Communicating Agents for Abstractive SummarizationAsli Celikyilmaz, Antoine Bosselut, Xiaodong He, et al.2018 · 431 citations
- Large Legal Fictions: Profiling Legal Hallucinations in Large Language ModelsMatthew Dahl, Varun Magesh, Mirac Suzgun, et al.2024 · 431 citations
- Inducing Domain-Specific Sentiment Lexicons from Unlabeled CorporaWilliam L. Hamilton, Kevin Clark, Jure Leskovec, et al.2016 · 431 citations
- Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object DetectionShilong Liu, Zhaoyang Zeng, Tianhe Ren, et al.2023 · 430 citations
- A Unigram Orientation Model for Statistical Machine TranslationChristoph Tillmann2004 · 430 citations
- Analyzing the Structure of Attention in a Transformer Language ModelJesse Vig, Yonatan Belinkov2019 · 430 citations
- MasakhaNER: Named Entity Recognition for African LanguagesDavid Ifeoluwa Adelani, Jade Abbott, Graham Neubig, et al.2021 · 429 citations
- A general framework for information extraction using dynamic span graphsYi Luan, Dave Wadden, Luheng He, et al.2019 · 427 citations
- Learning Bilingual Lexicons from Monolingual CorporaAria Haghighi, Percy Liang, Taylor Berg-Kirkpatrick, et al.2008 · 426 citations
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