Works of United States
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- Structured Relation Discovery using Generative ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Limin Yao, Aria Haghighi, Sebastian Riedel, et al.2011 · 216 citations
- AlpaGasus: Training A Better Alpaca with Fewer DataarXiv:2307.08701Lichang Chen, Shiyang Li, Jun Yan, et al.2023 · 215 citations
- Annotating and Modeling Fine-grained Factuality in SummarizationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Tanya Goyal, Greg Durrett2021 · 215 citations
- Coreference Resolution in a Modular, Entity-Centered ModelConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Aria Haghighi, Dan Klein2010 · 215 citations
- Cutting Down on Prompts and Parameters: Simple Few-Shot Learning with Language ModelsFindings of the Association for Computational LinguisticsRobert Logan IV, Ivana Balazevic, Eric Wallace, et al.2022 · 215 citations
- Don't Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood TrainingAnnual Meeting of the Association for Computational Linguistics (ACL)Margaret Li, Stephen Roller, Ilia Kulikov, et al.2020 · 215 citations
- ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting TransformationsAnnual Meeting of the Association for Computational Linguistics (ACL)Fernando Alva-Manchego, Louis Martin, Antoine Bordes, et al.2020 · 215 citations
- An Empirical Analysis of Formality in Online CommunicationEllie Pavlick, Joel Tetreault2016 · 215 citations
- Measuring Association Between Labels and Free-Text RationalesConference on Empirical Methods in Natural Language Processing (EMNLP)Sarah Wiegreffe, Ana Marasović, Noah A. Smith2021 · 215 citations
- Systematic Inequalities in Language Technology Performance across the World's LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL)Damian Blasi, Antonios Anastasopoulos, Graham Neubig2022 · 214 citations
- Learning to Parse and Translate Improves Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Akiko Eriguchi, Yoshimasa Tsuruoka, Kyunghyun Cho2017 · 214 citations
- Maieutic Prompting: Logically Consistent Reasoning with Recursive ExplanationsConference on Empirical Methods in Natural Language Processing (EMNLP)Jaehun Jung, Lianhui Qin, Sean Welleck, et al.2022 · 214 citations
- Content Selection in Deep Learning Models of SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP)Chris Kedzie, Kathleen McKeown, Hal Daumé III2018 · 214 citations
- FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative FlowConference on Empirical Methods in Natural Language Processing (EMNLP)Xuezhe Ma, Chunting Zhou, Xian Li, et al.2019 · 214 citations
- A Global Joint Model for Semantic Role LabelingComputational LinguisticsKristina Toutanova, Aria Haghighi, Christopher D. Manning2008 · 214 citations
- Gradient Surgery for Multi-Task LearningarXiv:2001.06782Tianhe Yu, Saurabh Kumar, Abhishek Gupta, et al.2020 · 214 citations
- N-gram Counts and Language Models from the Common CrawlLanguage Resources and Evaluation Conference (LREC)Christian Buck, Kenneth Heafield, Bas van Ooyen2014 · 213 citations
- Nonliteral understanding of number wordsJustine T. Kao, Jean Y. Wu, Leon Bergen, et al.2014 · 213 citations
- Improved Statistical Machine Translation Using Monolingually-Derived ParaphrasesConference on Empirical Methods in Natural Language Processing (EMNLP)Yuval Marton, Chris Callison-Burch, Philip Resnik2009 · 213 citations
- An Unsupervised Sentence Embedding Method by Mutual Information MaximizationConference on Empirical Methods in Natural Language Processing (EMNLP)Yan Zhang, Ruidan He, Zuozhu Liu, et al.2020 · 213 citations
- First-Order Probabilistic Models for Coreference ResolutionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Aron Culotta, Michael Wick, Andrew McCallum2007 · 212 citations
- SemEval-2012 Task 7: Choice of Plausible Alternatives: An Evaluation of Commonsense Causal ReasoningJoint Conference on Lexical and Computational Semantics (*SEM)Andrew Gordon, Zornitsa Kozareva, Melissa Roemmele2012 · 212 citations
- Accelerating scientific discovery with Co-ScientistNatureJuraj Gottweis, Wei-Hung Weng, Alexander Daryin, et al.2025 · 212 citations
- Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Mosh Levy, Alon Jacoby, Yoav Goldberg2024 · 212 citations
- Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue SystemsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Bing Liu, Gokhan Tür, Dilek Hakkani-Tür, et al.2018 · 212 citations
- MOMENTA: A Multimodal Framework for Detecting Harmful Memes and Their TargetsFindings of the Association for Computational LinguisticsShraman Pramanick, Shivam Sharma, Dimitar Dimitrov, et al.2021 · 212 citations
- Fine-Grained Human Feedback Gives Better Rewards for Language Model TrainingarXiv:2306.01693Zeqiu Wu, Yushi Hu, Weijia Shi, et al.2023 · 212 citations
- Towards History-based Grammars: Using Richer Models for Probabilistic ParsingAnnual Meeting of the Association for Computational Linguistics (ACL)Ezra Black, Fred Jelinek, John Lafrerty, et al.1993 · 211 citations
- Learning-Based Single-Document Summarization with Compression and Anaphoricity ConstraintsAnnual Meeting of the Association for Computational Linguistics (ACL)Greg Durrett, Taylor Berg-Kirkpatrick, Dan Klein2016 · 211 citations
- Demonstrate-Search-Predict: Composing retrieval and language models for knowledge-intensive NLParXiv:2212.14024Omar Khattab, Keshav Santhanam, Xiang Lisa Li, et al.2022 · 211 citations
- Cheap Translation for Cross-Lingual Named Entity RecognitionConference on Empirical Methods in Natural Language Processing (EMNLP)Stephen Mayhew, Chen-Tse Tsai, Dan Roth2017 · 211 citations
- Did the Model Understand the Question?Annual Meeting of the Association for Computational Linguistics (ACL)Pramod Kaushik Mudrakarta, Ankur Taly, Mukund Sundararajan, et al.2018 · 211 citations
- Why Does Surprisal From Larger Transformer-Based Language Models Provide a Poorer Fit to Human Reading Times?Transactions of the Association for Computational Linguistics (TACL)Byung-Doh Oh, William Schuler2023 · 211 citations
- Deep Multitask Learning for Semantic Dependency ParsingAnnual Meeting of the Association for Computational Linguistics (ACL)Hao Peng, Sam Thomson, Noah A. Smith2017 · 211 citations
- Multilingual Offensive Language Identification with Cross-lingual EmbeddingsConference on Empirical Methods in Natural Language Processing (EMNLP)Tharindu Ranasinghe, Marcos Zampieri2020 · 211 citations
- Towards an ISO Standard for Dialogue Act AnnotationLanguage Resources and Evaluation Conference (LREC)Harry Bunt, Jan Alexandersson, Jean Carletta, et al.2010 · 210 citations
- A Generative Model for Parsing Natural Language to Meaning RepresentationsConference on Empirical Methods in Natural Language Processing (EMNLP)Wei Lu, Hwee Tou Ng, Wee Sun Lee, et al.2008 · 210 citations
- Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical ReasoningarXiv:2209.14610Pan Lu, Liang Qiu, Kai-Wei Chang, et al.2022 · 210 citations
- Unsupervised Morphological Segmentation with Log-Linear ModelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Hoifung Poon, Colin Cherry, Kristina Toutanova2009 · 210 citations
- Fighting Offensive Language on Social Media with Unsupervised Text Style TransferAnnual Meeting of the Association for Computational Linguistics (ACL)Cicero Nogueira dos Santos, Igor Melnyk, Inkit Padhi2018 · 210 citations
- SemEval-2012 Task 1: English Lexical SimplificationJoint Conference on Lexical and Computational Semantics (*SEM)Lucia Specia, Sujay Kumar Jauhar, Rada Mihalcea2012 · 210 citations
- The CoNLL-2015 Shared Task on Shallow Discourse ParsingConference on Computational Natural Language Learning (CoNLL)Nianwen Xue, Hwee Tou Ng, Sameer Pradhan, et al.2015 · 210 citations
- OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language ModelsarXiv:2308.01390Anas Awadalla, Irena Gao, Josh Gardner, et al.2023 · 209 citations
- Logical Natural Language Generation from Open-Domain TablesAnnual Meeting of the Association for Computational Linguistics (ACL)Wenhu Chen, Jianshu Chen, Yu Su, et al.2020 · 209 citations
- Reinforced Self-Training (ReST) for Language ModelingarXiv:2308.08998Caglar Gulcehre, Tom Le Paine, Srivatsan Srinivasan, et al.2023 · 209 citations
- MAGEAD: A Morphological Analyzer and Generator for the Arabic DialectsNizar Habash, Owen Rambow2006 · 209 citations
- Sources of Hallucination by Large Language Models on Inference TasksFindings of the Association for Computational LinguisticsNick McKenna, Tianyi Li, Liang Cheng, et al.2023 · 209 citations
- Learning Anaphoricity and Antecedent Ranking Features for Coreference ResolutionAnnual Meeting of the Association for Computational Linguistics (ACL)Sam Wiseman, Alexander M. Rush, Stuart Shieber, et al.2015 · 209 citations
- For the sake of simplicity: Unsupervised extraction of lexical simplifications from WikipediaConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Mark Yatskar, Bo Pang, Cristian Danescu-Niculescu-Mizil, et al.2010 · 209 citations
- Sentence Mover's Similarity: Automatic Evaluation for Multi-Sentence TextsAnnual Meeting of the Association for Computational Linguistics (ACL)Elizabeth Clark, Asli Celikyilmaz, Noah A. Smith2019 · 208 citations
- LSTMs Can Learn Syntax-Sensitive Dependencies Well, But Modeling Structure Makes Them BetterAnnual Meeting of the Association for Computational Linguistics (ACL)Adhiguna Kuncoro, Chris Dyer, John Hale, et al.2018 · 208 citations
- Learning to Predict Code-Switching PointsConference on Empirical Methods in Natural Language Processing (EMNLP)Thamar Solorio, Yang Liu2008 · 208 citations
- Universal Decompositional Semantics on Universal DependenciesAaron Steven White, Drew Reisinger, Keisuke Sakaguchi, et al.2016 · 208 citations
- XOR QA: Cross-lingual Open-Retrieval Question AnsweringConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Akari Asai, Jungo Kasai, Jonathan Clark, et al.2021 · 207 citations
- Explaining Answers with Entailment TreesConference on Empirical Methods in Natural Language Processing (EMNLP)Bhavana Dalvi, Peter Jansen, Oyvind Tafjord, et al.2021 · 207 citations
- Enabling Language Models to Fill in the BlanksAnnual Meeting of the Association for Computational Linguistics (ACL)Chris Donahue, Mina Lee, Percy Liang2020 · 207 citations
- A Diagram Is Worth A Dozen ImagesarXiv:1603.07396Aniruddha Kembhavi, Mike Salvato, Eric Kolve, et al.2016 · 207 citations
- Ring Attention with Blockwise Transformers for Near-Infinite ContextarXiv:2310.01889Hao Liu, Matei Zaharia, Pieter Abbeel2023 · 207 citations
- Generating Training Data with Language Models: Towards Zero-Shot Language UnderstandingarXiv:2202.04538Yu Meng, Jiaxin Huang, Yu Zhang, et al.2022 · 207 citations
- A Classifier-Based Parser with Linear Run-Time ComplexityProceedings of the Ninth International Workshop on Parsing TechnologyKenji Sagae, Alon Lavie2005 · 207 citations
- Prompting GPT-3 To Be ReliablearXiv:2210.09150Chenglei Si, Zhe Gan, Zhengyuan Yang, et al.2022 · 207 citations
- Challenges in Detoxifying Language ModelsFindings of the Association for Computational LinguisticsJohannes Welbl, Amelia Glaese, Jonathan Uesato, et al.2021 · 207 citations
- Contrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine TranslationarXiv:2401.08417Haoran Xu, Amr Sharaf, Yunmo Chen, et al.2024 · 207 citations
- Active Example Selection for In-Context LearningConference on Empirical Methods in Natural Language Processing (EMNLP)Yiming Zhang, Shi Feng, Chenhao Tan2022 · 207 citations
- Entities as Experts: Sparse Memory Access with Entity SupervisionConference on Empirical Methods in Natural Language Processing (EMNLP)Thibault Févry, Livio Baldini Soares, Nicholas FitzGerald, et al.2020 · 206 citations
- Recursive Deep Models for Discourse ParsingConference on Empirical Methods in Natural Language Processing (EMNLP)Jiwei Li, Rumeng Li, Eduard Hovy2014 · 206 citations
- Optimus: Organizing Sentences via Pre-trained Modeling of a Latent SpaceConference on Empirical Methods in Natural Language Processing (EMNLP)Chunyuan Li, Xiang Gao, Yuan Li, et al.2020 · 206 citations
- A Discriminative Framework for Bilingual Word AlignmentHuman Language Technology Conference (HLT)Robert C. Moore2005 · 206 citations
- Easily Identifiable Discourse RelationsInternational Conference on Computational Linguistics (COLING)Emily Pitler, Mridhula Raghupathy, Hena Mehta, et al.2008 · 206 citations
- Training Question Answering Models From Synthetic DataConference on Empirical Methods in Natural Language Processing (EMNLP)Raul Puri, Ryan Spring, Mohammad Shoeybi, et al.2020 · 206 citations
- Nematus: a Toolkit for Neural Machine TranslationConference of the European Chapter of the Association for Computational Linguistics (EACL)Rico Sennrich, Orhan Firat, Kyunghyun Cho, et al.2017 · 206 citations
- Lattice Minimum Bayes-Risk Decoding for Statistical Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Roy Tromble, Shankar Kumar, Franz Och, et al.2008 · 206 citations
- “Kelly is a Warm Person, Joseph is a Role Model”: Gender Biases in LLM-Generated Reference LettersFindings of the Association for Computational LinguisticsYixin Wan, George Pu, Jiao Sun, et al.2023 · 206 citations
- Supervised Learning of Complete Morphological ParadigmsGreg Durrett, John DeNero2013 · 205 citations
- Overcoming the Lack of Parallel Data in Sentence CompressionConference on Empirical Methods in Natural Language Processing (EMNLP)Katja Filippova, Yasemin Altun2013 · 205 citations
- A Morphological Analyzer for Egyptian ArabicNizar Habash, Ramy Eskander, Abdelati Hawwari2012 · 205 citations
- Jointly Learning to Parse and Perceive: Connecting Natural Language to the Physical WorldTransactions of the Association for Computational Linguistics (TACL)Jayant Krishnamurthy, Thomas Kollar2013 · 205 citations
- Entity-level Factual Consistency of Abstractive Text SummarizationConference of the European Chapter of the Association for Computational Linguistics (EACL)Feng Nan, Ramesh Nallapati, Zhiguo Wang, et al.2021 · 205 citations
- Contextual Parameter Generation for Universal Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Emmanouil Antonios Platanios, Mrinmaya Sachan, Graham Neubig, et al.2018 · 205 citations
- Semantic-Head-Driven GenerationComputational LinguisticsStuart M. Shieber, Gertjan van Noord, Fernando C. N. Pereira, et al.1990 · 205 citations
- PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Wen Xiao, Iz Beltagy, Giuseppe Carenini, et al.2022 · 205 citations
- Building a Large-Scale Annotated Chinese CorpusInternational Conference on Computational Linguistics (COLING)Nianwen Xue, Fu-Dong Chiou, Martha Palmer2002 · 205 citations
- Towards a Unified Multi-Dimensional Evaluator for Text GenerationConference on Empirical Methods in Natural Language Processing (EMNLP)Ming Zhong, Yang Liu, Da Yin, et al.2022 · 205 citations
- Using Contextual Speller Techniques and Language Modeling for ESL Error CorrectionInternational Joint Conference on Natural Language Processing (IJCNLP)Michael Gamon, Jianfeng Gao, Chris Brockett, et al.2008 · 204 citations
- A TAG-based noisy-channel model of speech repairsAnnual Meeting of the Association for Computational Linguistics (ACL)Mark Johnson, Eugene Charniak2004 · 204 citations
- Contextualizing Hate Speech Classifiers with Post-hoc ExplanationAnnual Meeting of the Association for Computational Linguistics (ACL)Brendan Kennedy, Xisen Jin, Aida Mostafazadeh Davani, et al.2020 · 204 citations
- EAGLE: Speculative Sampling Requires Rethinking Feature UncertaintyarXiv:2401.15077Yuhui Li, Fangyun Wei, Chao Zhang, et al.2024 · 204 citations
- LLM+P: Empowering Large Language Models with Optimal Planning ProficiencyarXiv:2304.11477Bo Liu, Yuqian Jiang, Xiaohan Zhang, et al.2023 · 204 citations
- RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Cheng Niu, Yuanhao Wu, Juno Zhu, et al.2024 · 204 citations
- Recursively Summarizing Books with Human FeedbackarXiv:2109.10862Jeff Wu, Long Ouyang, Daniel M. Ziegler, et al.2021 · 204 citations
- Evaluating Factuality in Generation with Dependency-level EntailmentFindings of the Association for Computational LinguisticsTanya Goyal, Greg Durrett2020 · 203 citations
- Aya Dataset: An Open-Access Collection for Multilingual Instruction TuningAnnual Meeting of the Association for Computational Linguistics (ACL)Shivalika Singh, Freddie Vargus, Daniel D'souza, et al.2024 · 203 citations
- TinyStories: How Small Can Language Models Be and Still Speak Coherent English?Ronen Eldan, Yuanzhi Li2023 · 202 citations
- Did It Happen? The Pragmatic Complexity of Veridicality AssessmentComputational LinguisticsMarie-Catherine de Marneffe, Christopher D. Manning, Christopher Potts2012 · 202 citations
- Language Modeling for Code-Mixing: The Role of Linguistic Theory based Synthetic DataAnnual Meeting of the Association for Computational Linguistics (ACL)Adithya Pratapa, Gayatri Bhat, Monojit Choudhury, et al.2018 · 202 citations
- A Linear Observed Time Statistical Parser Based on Maximum Entropy ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Adwait Ratnaparkhi1997 · 202 citations
- Predictive Biases in Natural Language Processing Models: A Conceptual Framework and OverviewAnnual Meeting of the Association for Computational Linguistics (ACL)Deven Shah, H. Andrew Schwartz, Dirk Hovy2019 · 202 citations
- Autoformalization with Large Language ModelsarXiv:2205.12615Yuhuai Wu, Albert Q. Jiang, Wenda Li, et al.2022 · 202 citations
- SODA: Million-scale Dialogue Distillation with Social Commonsense ContextualizationConference on Empirical Methods in Natural Language Processing (EMNLP)Hyunwoo Kim, Jack Hessel, Liwei Jiang, et al.2023 · 201 citations
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