Works of United States
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- Shakespearizing Modern Language Using Copy-Enriched Sequence to Sequence ModelsHarsh Jhamtani, Varun Gangal, Eduard Hovy, et al.2017 · 252 citations
- Forest-Based TranslationHaitao Mi, Liang Huang, Qun Liu2008 · 252 citations
- Pronunciation Modeling for Improved Spelling CorrectionAnnual Meeting of the Association for Computational Linguistics (ACL)Kristina Toutanova, Robert Moore2002 · 252 citations
- “I am borrowing ya mixing ?” An Analysis of English-Hindi Code Mixing in FacebookWorkshop on Computational Approaches to Code SwitchingKalika Bali, Jatin Sharma, Monojit Choudhury, et al.2014 · 251 citations
- Personality Traits in Large Language ModelsarXiv:2307.00184Greg Serapio-Garcia, Mustafa Safdari, Clement Crepy, et al.2023 · 251 citations
- Conversations Gone Awry: Detecting Early Signs of Conversational FailureAnnual Meeting of the Association for Computational Linguistics (ACL)Justine Zhang, Jonathan Chang, Cristian Danescu-Niculescu-Mizil, et al.2018 · 251 citations
- Tied Multitask Learning for Neural Speech TranslationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Antonios Anastasopoulos, David Chiang2018 · 250 citations
- SIMPLE: A General Framework for the Development of Multilingual LexiconsLanguage Resources and Evaluation Conference (LREC)Nuria Bel, Federica Busa, Nicoletta Calzolari, et al.2000 · 250 citations
- COIL: Revisit Exact Lexical Match in Information Retrieval with Contextualized Inverted ListConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Luyu Gao, Zhuyun Dai, Jamie Callan2021 · 250 citations
- Parameter-efficient Multi-task Fine-tuning for Transformers via Shared HypernetworksAnnual Meeting of the Association for Computational Linguistics (ACL)Rabeeh Karimi Mahabadi, Sebastian Ruder, Mostafa Dehghani, et al.2021 · 250 citations
- Joint Learning Improves Semantic Role LabelingAnnual Meeting of the Association for Computational Linguistics (ACL)Kristina Toutanova, Aria Haghighi, Christopher Manning2005 · 250 citations
- Exploring Demographic Language Variations to Improve Multilingual Sentiment Analysis in Social MediaConference on Empirical Methods in Natural Language Processing (EMNLP)Svitlana Volkova, Theresa Wilson, David Yarowsky2013 · 250 citations
- BERT has a Mouth, and It Must Speak: BERT as a Markov Random Field Language ModelarXiv:1902.04094Alex Wang, Kyunghyun Cho2019 · 250 citations
- Prototype-Driven Learning for Sequence ModelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Aria Haghighi, Dan Klein2006 · 249 citations
- Fast and Accurate Shift-Reduce Constituent ParsingAnnual Meeting of the Association for Computational Linguistics (ACL)Muhua Zhu, Yue Zhang, Wenliang Chen, et al.2013 · 249 citations
- Linear Algebraic Structure of Word Senses, with Applications to PolysemyTransactions of the Association for Computational Linguistics (TACL)Sanjeev Arora, Yuanzhi Li, Yingyu Liang, et al.2018 · 248 citations
- Interpreting Pretrained Contextualized Representations via Reductions to Static EmbeddingsAnnual Meeting of the Association for Computational Linguistics (ACL)Rishi Bommasani, Kelly Davis, Claire Cardie2020 · 248 citations
- Efficient Parsing for Bilexical Context-Free Grammars and Head Automaton GrammarsAnnual Meeting of the Association for Computational Linguistics (ACL)Jason Eisner, Giorgio Satta1999 · 248 citations
- A Statistical Model for Multilingual Entity Detection and TrackingConference of the North American Chapter of the Association for Computational Linguistics (NAACL)R. Florian, H. Hassan, A. Ittycheriah, et al.2004 · 248 citations
- Contrastive Decoding: Open-ended Text Generation as OptimizationarXiv:2210.15097Xiang Lisa Li, Ari Holtzman, Daniel Fried, et al.2022 · 247 citations
- Neural Cross-Lingual Named Entity Recognition with Minimal ResourcesConference on Empirical Methods in Natural Language Processing (EMNLP)Jiateng Xie, Zhilin Yang, Graham Neubig, et al.2018 · 247 citations
- MedDialog: Large-scale Medical Dialogue DatasetsConference on Empirical Methods in Natural Language Processing (EMNLP)Guangtao Zeng, Wenmian Yang, Zeqian Ju, et al.2020 · 247 citations
- Taskmaster-1: Toward a Realistic and Diverse Dialog DatasetConference on Empirical Methods in Natural Language Processing (EMNLP)Bill Byrne, Karthik Krishnamoorthi, Chinnadhurai Sankar, et al.2019 · 246 citations
- Few-Shot and Zero-Shot Multi-Label Learning for Structured Label SpacesConference on Empirical Methods in Natural Language Processing (EMNLP)Anthony Rios, Ramakanth Kavuluru2018 · 246 citations
- A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language ModelsarXiv:2401.01313S.M Towhidul Islam Tonmoy, S M Mehedi Zaman, Vinija Jain, et al.2024 · 246 citations
- Cross-lingual Models of Word Embeddings: An Empirical ComparisonAnnual Meeting of the Association for Computational Linguistics (ACL)Shyam Upadhyay, Manaal Faruqui, Chris Dyer, et al.2016 · 246 citations
- Learning Context-Dependent Mappings from Sentences to Logical FormAnnual Meeting of the Association for Computational Linguistics (ACL)Luke Zettlemoyer, Michael Collins2009 · 246 citations
- Doc2EDAG: An End-to-End Document-level Framework for Chinese Financial Event ExtractionConference on Empirical Methods in Natural Language Processing (EMNLP)Shun Zheng, Wei Cao, Wei Xu, et al.2019 · 246 citations
- Can You Unpack That? Learning to Rewrite Questions-in-ContextConference on Empirical Methods in Natural Language Processing (EMNLP)Ahmed Elgohary, Denis Peskov, Jordan Boyd-Graber2019 · 245 citations
- MedAgents: Large Language Models as Collaborators for Zero-shot Medical ReasoningFindings of the Association for Computational LinguisticsXiangru Tang, Anni Zou, Zhuosheng Zhang, et al.2024 · 245 citations
- Aya Model: An Instruction Finetuned Open-Access Multilingual Language ModelarXiv:2402.07827Ahmet Üstün, Viraat Aryabumi, Zheng-Xin Yong, et al.2024 · 245 citations
- Structured Denoising Diffusion Models in Discrete State-SpacesarXiv:2107.03006Jacob Austin, Daniel D. Johnson, Jonathan Ho, et al.2021 · 244 citations
- Estimators for Stochastic “Unification-Based” GrammarsAnnual Meeting of the Association for Computational Linguistics (ACL)Mark Johnson, Stuart Geman, Stephen Canon, et al.1999 · 244 citations
- MAUVE: Measuring the Gap Between Neural Text and Human Text using Divergence FrontiersarXiv:2102.01454Krishna Pillutla, Swabha Swayamdipta, Rowan Zellers, et al.2021 · 244 citations
- Overview of the SPMRL 2013 Shared Task: A Cross-Framework Evaluation of Parsing Morphologically Rich LanguagesWorkshop on Statistical Parsing of Morphologically-Rich LanguagesDjamé Seddah, Reut Tsarfaty, Sandra Kübler, et al.2013 · 244 citations
- Multimodal Few-Shot Learning with Frozen Language ModelsarXiv:2106.13884Maria Tsimpoukelli, Jacob Menick, Serkan Cabi, et al.2021 · 243 citations
- Word-Sense Disambiguation for Machine TranslationHuman Language Technology Conference (HLT)David Vickrey, Luke Biewald, Marc Teyssier, et al.2005 · 243 citations
- In-context Examples Selection for Machine TranslationFindings of the Association for Computational LinguisticsSweta Agrawal, Chunting Zhou, Mike Lewis, et al.2023 · 242 citations
- Factuality Challenges in the Era of Large Language ModelsNature Machine IntelligenceIsabelle Augenstein, Timothy Baldwin, Meeyoung Cha, et al.2023 · 242 citations
- Training Neural Machine Translation to Apply Terminology ConstraintsAnnual Meeting of the Association for Computational Linguistics (ACL)Georgiana Dinu, Prashant Mathur, Marcello Federico, et al.2019 · 242 citations
- Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence LabelingConference on Empirical Methods in Natural Language Processing (EMNLP)Xiaochuang Han, Jacob Eisenstein2019 · 242 citations
- Synthetic Data Generation with Large Language Models for Text Classification: Potential and LimitationsConference on Empirical Methods in Natural Language Processing (EMNLP)Zhuoyan Li, Hangxiao Zhu, Zhuoran Lu, et al.2023 · 242 citations
- Resolving Complex Cases of Definite Pronouns: The Winograd Schema ChallengeConference on Empirical Methods in Natural Language Processing (EMNLP)Altaf Rahman, Vincent Ng2012 · 242 citations
- Generating High-Quality and Informative Conversation Responses with Sequence-to-Sequence ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Yuanlong Shao, Stephan Gouws, Denny Britz, et al.2017 · 242 citations
- Large Language Monkeys: Scaling Inference Compute with Repeated SamplingarXiv:2407.21787Bradley Brown, Jordan Juravsky, Ryan Ehrlich, et al.2024 · 241 citations
- Amnesic Probing: Behavioral Explanation with Amnesic CounterfactualsTransactions of the Association for Computational Linguistics (TACL)Yanai Elazar, Shauli Ravfogel, Alon Jacovi, et al.2021 · 241 citations
- Hierarchical Graph Network for Multi-hop Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Yuwei Fang, Siqi Sun, Zhe Gan, et al.2020 · 241 citations
- Pretrained Language Models for Biomedical and Clinical Tasks: Understanding and Extending the State-of-the-ArtClinical Natural Language Processing WorkshopPatrick Lewis, Myle Ott, Jingfei Du, et al.2020 · 241 citations
- The Curious Case of Hallucinations in Neural Machine TranslationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Vikas Raunak, Arul Menezes, Marcin Junczys-Dowmunt2021 · 241 citations
- Stance Classification using Dialogic Properties of PersuasionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Marilyn Walker, Pranav Anand, Rob Abbott, et al.2012 · 241 citations
- Charagram: Embedding Words and Sentences via Character n-gramsConference on Empirical Methods in Natural Language Processing (EMNLP)John Wieting, Mohit Bansal, Kevin Gimpel, et al.2016 · 241 citations
- Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology ReportsAnnual Meeting of the Association for Computational Linguistics (ACL)Yuhao Zhang, Derek Merck, Emily Tsai, et al.2020 · 241 citations
- SemEval-2020 Task 9: Overview of Sentiment Analysis of Code-Mixed TweetsInternational Workshop on Semantic Evaluation (SemEval)Parth Patwa, Gustavo Aguilar, Sudipta Kar, et al.2020 · 240 citations
- Trusting Your Evidence: Hallucinate Less with Context-aware DecodingConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Weijia Shi, Xiaochuang Han, Mike Lewis, et al.2024 · 240 citations
- “Transforming” Delete, Retrieve, Generate Approach for Controlled Text Style TransferConference on Empirical Methods in Natural Language Processing (EMNLP)Akhilesh Sudhakar, Bhargav Upadhyay, Arjun Maheswaran2019 · 240 citations
- Incorporating Structural Alignment Biases into an Attentional Neural Translation ModelConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Trevor Cohn, Cong Duy Vu Hoang, Ekaterina Vymolova, et al.2016 · 239 citations
- On Dual Decomposition and Linear Programming Relaxations for Natural Language ProcessingConference on Empirical Methods in Natural Language Processing (EMNLP)Alexander M. Rush, David Sontag, Michael Collins, et al.2010 · 239 citations
- LaMP: When Large Language Models Meet PersonalizationAnnual Meeting of the Association for Computational Linguistics (ACL)Alireza Salemi, Sheshera Mysore, Michael Bendersky, et al.2024 · 239 citations
- Language Models Are Greedy Reasoners: A Systematic Formal Analysis of Chain-of-ThoughtarXiv:2210.01240Abulhair Saparov, He He2022 · 239 citations
- ASQA: Factoid Questions Meet Long-Form AnswersConference on Empirical Methods in Natural Language Processing (EMNLP)Ivan Stelmakh, Yi Luan, Bhuwan Dhingra, et al.2022 · 239 citations
- BERT-of-Theseus: Compressing BERT by Progressive Module ReplacingConference on Empirical Methods in Natural Language Processing (EMNLP)Canwen Xu, Wangchunshu Zhou, Tao Ge, et al.2020 · 239 citations
- Supporting Clustering with Contrastive LearningConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Dejiao Zhang, Feng Nan, Xiaokai Wei, et al.2021 · 239 citations
- Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-trainingConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Oshin Agarwal, Heming Ge, Siamak Shakeri, et al.2021 · 238 citations
- Exploiting a Probabilistic Hierarchical Model for GenerationInternational Conference on Computational Linguistics (COLING)Srinivas Bangalore, Owen Rambow2000 · 238 citations
- Irony and Sarcasm: Corpus Generation and Analysis Using CrowdsourcingLanguage Resources and Evaluation Conference (LREC)Elena Filatova2012 · 238 citations
- Noisy Channel Language Model Prompting for Few-Shot Text ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL)Sewon Min, Mike Lewis, Hannaneh Hajishirzi, et al.2021 · 238 citations
- Extracting Parallel Sub-Sentential Fragments from Non-Parallel CorporaAnnual Meeting of the Association for Computational Linguistics (ACL)Dragos Stefan Munteanu, Daniel Marcu2006 · 238 citations
- The Benefits of a Model of AnnotationTransactions of the Association for Computational Linguistics (TACL)Rebecca J. Passonneau, Bob Carpenter2014 · 238 citations
- A Discriminative Matching Approach to Word AlignmentHuman Language Technology Conference (HLT)Ben Taskar, Simon Lacoste-Julien, Dan Klein2005 · 238 citations
- Conventional Orthography for Dialectal ArabicLanguage Resources and Evaluation Conference (LREC)Nizar Habash, Mona Diab, Owen Rambow2012 · 237 citations
- Selective Sharing for Multilingual Dependency ParsingAnnual Meeting of the Association for Computational Linguistics (ACL)Tahira Naseem, Regina Barzilay, Amir Globerson2012 · 237 citations
- Cats Rule and Dogs Drool!: Classifying Stance in Online DebateWorkshop on Computational Approaches to Subjectivity and Sentiment AnalysisPranav Anand, Marilyn Walker, Rob Abbott, et al.2011 · 236 citations
- Marked Personas: Using Natural Language Prompts to Measure Stereotypes in Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Myra Cheng, Esin Durmus, Dan Jurafsky2023 · 236 citations
- Prepositional Phrase Attachment through a Backed-off ModelMichael Collins, James Brooks1995 · 236 citations
- Translation between Molecules and Natural LanguageConference on Empirical Methods in Natural Language Processing (EMNLP)Carl Edwards, Tuan Lai, Kevin Ros, et al.2022 · 236 citations
- Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive SurveyarXiv:2403.14608Zeyu Han, Chao Gao, Jinyang Liu, et al.2024 · 236 citations
- COMET-ATOMIC 2020: On Symbolic and Neural Commonsense Knowledge GraphsJena D. Hwang, Chandra Bhagavatula, Ronan Le Bras, et al.2020 · 236 citations
- Event Extraction as Dependency ParsingAnnual Meeting of the Association for Computational Linguistics (ACL)David McClosky, Mihai Surdeanu, Christopher Manning2011 · 236 citations
- Reframing Instructional Prompts to GPTk's LanguageFindings of the Association for Computational LinguisticsSwaroop Mishra, Daniel Khashabi, Chitta Baral, et al.2022 · 236 citations
- Semantic Specialization of Distributional Word Vector Spaces using Monolingual and Cross-Lingual ConstraintsTransactions of the Association for Computational Linguistics (TACL)Nikola Mrkšić, Ivan Vulić, Diarmuid Ó Séaghdha, et al.2017 · 236 citations
- Transformers learn in-context by gradient descentarXiv:2212.07677Johannes von Oswald, Eyvind Niklasson, Ettore Randazzo, et al.2022 · 236 citations
- Generative Language Modeling for Automated Theorem ProvingarXiv:2009.03393Stanislas Polu, Ilya Sutskever2020 · 236 citations
- LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation DatasetarXiv:2309.11998Lianmin Zheng, Wei-Lin Chiang, Ying Sheng, et al.2023 · 236 citations
- Better Document-level Sentiment Analysis from RST Discourse ParsingConference on Empirical Methods in Natural Language Processing (EMNLP)Parminder Bhatia, Yangfeng Ji, Jacob Eisenstein2015 · 235 citations
- SemEval-2013 Task 7: The Joint Student Response Analysis and 8th Recognizing Textual Entailment ChallengeJoint Conference on Lexical and Computational Semantics (*SEM)Myroslava Dzikovska, Rodney Nielsen, Chris Brew, et al.2013 · 235 citations
- Classical Structured Prediction Losses for Sequence to Sequence LearningConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Sergey Edunov, Myle Ott, Michael Auli, et al.2018 · 235 citations
- Entropy Rate Constancy in TextAnnual Meeting of the Association for Computational Linguistics (ACL)Dmitriy Genzel, Eugene Charniak2002 · 235 citations
- Structured Perceptron with Inexact SearchLiang Huang, Suphan Fayong, Yang Guo2012 · 235 citations
- BIGPATENT: A Large-Scale Dataset for Abstractive and Coherent SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Eva Sharma, Chen Li, Lu Wang2019 · 235 citations
- FUDGE: Controlled Text Generation With Future DiscriminatorsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Kevin Yang, Dan Klein2021 · 235 citations
- Bayesian Word Sense InductionConference of the European Chapter of the Association for Computational Linguistics (EACL)Samuel Brody, Mirella Lapata2009 · 234 citations
- SemEval-2022 Task 5: Multimedia Automatic Misogyny IdentificationInternational Workshop on Semantic Evaluation (SemEval)Elisabetta Fersini, Francesca Gasparini, Giulia Rizzi, et al.2022 · 234 citations
- Learning to Understand Phrases by Embedding the DictionaryTransactions of the Association for Computational Linguistics (TACL)Felix Hill, Kyunghyun Cho, Anna Korhonen, et al.2016 · 234 citations
- Politeness Transfer: A Tag and Generate ApproachAnnual Meeting of the Association for Computational Linguistics (ACL)Aman Madaan, Amrith Setlur, Tanmay Parekh, et al.2020 · 234 citations
- FeTaQA: Free-form Table Question AnsweringTransactions of the Association for Computational Linguistics (TACL)Linyong Nan, Chiachun Hsieh, Ziming Mao, et al.2022 · 234 citations
- MultiQA: An Empirical Investigation of Generalization and Transfer in Reading ComprehensionAnnual Meeting of the Association for Computational Linguistics (ACL)Alon Talmor, Jonathan Berant2019 · 234 citations
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