Works of United States
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- A Study of Reinforcement Learning for Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Lijun Wu, Fei Tian, Tao Qin, et al.2018 · 234 citations
- Evaluating Automated and Manual Acquisition of Anaphora Resolution StrategiesAnnual Meeting of the Association for Computational Linguistics (ACL)Chinatsu Aone, Scott William Bennett1995 · 233 citations
- Unsupervised Event Coreference Resolution with Rich Linguistic FeaturesAnnual Meeting of the Association for Computational Linguistics (ACL)Cosmin Bejan, Sanda Harabagiu2010 · 233 citations
- CONTaiNER: Few-Shot Named Entity Recognition via Contrastive LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Sarkar Snigdha Sarathi Das, Arzoo Katiyar, Rebecca Passonneau, et al.2022 · 233 citations
- Improving Statistical MT through Morphological AnalysisHuman Language Technology Conference (HLT)Sharon Goldwater, David McClosky2005 · 233 citations
- Stance Classification of Ideological Debates: Data, Models, Features, and ConstraintsInternational Joint Conference on Natural Language Processing (IJCNLP)Kazi Saidul Hasan, Vincent Ng2013 · 233 citations
- Decoupling Strategy and Generation in Negotiation DialoguesConference on Empirical Methods in Natural Language Processing (EMNLP)He He, Derek Chen, Anusha Balakrishnan, et al.2018 · 233 citations
- Evaluating Open-Domain Question Answering in the Era of Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Ehsan Kamalloo, Nouha Dziri, Charles Clarke, et al.2023 · 233 citations
- Commonsense Knowledge Base CompletionAnnual Meeting of the Association for Computational Linguistics (ACL)Xiang Li, Aynaz Taheri, Lifu Tu, et al.2016 · 233 citations
- A Discrete Hard EM Approach for Weakly Supervised Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Sewon Min, Danqi Chen, Hannaneh Hajishirzi, et al.2019 · 233 citations
- Membership Inference Attacks against Machine Learning ModelsarXiv:1610.05820Reza Shokri, Marco Stronati, Congzheng Song, et al.2016 · 233 citations
- Moving Down the Long Tail of Word Sense Disambiguation with Gloss Informed Bi-encodersAnnual Meeting of the Association for Computational Linguistics (ACL)Terra Blevins, Luke Zettlemoyer2020 · 232 citations
- Harvesting Paragraph-level Question-Answer Pairs from WikipediaAnnual Meeting of the Association for Computational Linguistics (ACL)Xinya Du, Claire Cardie2018 · 232 citations
- Better Arabic Parsing: Baselines, Evaluations, and AnalysisSpence Green, Christopher D. Manning2010 · 232 citations
- Transliteration of Proper Names in Cross-Lingual Information RetrievalProceedings of the ACL 2003 Workshop on Multilingual and Mixed-language Named Entity RecognitionPaola Virga, Sanjeev Khudanpur2003 · 232 citations
- Compositional Questions Do Not Necessitate Multi-hop ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Sewon Min, Eric Wallace, Sameer Singh, et al.2019 · 231 citations
- Overview for the Second Shared Task on Language Identification in Code-Switched DataWorkshop on Computational Approaches to Code SwitchingGiovanni Molina, Fahad AlGhamdi, Mahmoud Ghoneim, et al.2016 · 231 citations
- How Context Affects Language Models' Factual PredictionsarXiv:2005.04611Fabio Petroni, Patrick Lewis, Aleksandra Piktus, et al.2020 · 231 citations
- MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?Lecture notes in computer scienceRenrui Zhang, Dongzhi Jiang, Yichi Zhang, et al.2024 · 231 citations
- FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving PerformancearXiv:2305.05176Lingjiao Chen, Matei Zaharia, James Zou2023 · 230 citations
- From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal LikelihoodAnnual Meeting of the Association for Computational Linguistics (ACL)Kelvin Guu, Panupong Pasupat, Evan Liu, et al.2017 · 230 citations
- Adaptation of the translation model for statistical machine translation based on information retrievalAnnual Conference of the European Association for Machine Translation (EAMT)Almut Silja Hildebrand, Matthias Eck, Stephan Vogel, et al.2005 · 230 citations
- A Corpus-Based Approach for Building Semantic LexiconsConference on Empirical Methods in Natural Language Processing (EMNLP)Ellen Riloff, Jessica Shepherd1997 · 230 citations
- SemEval-2015 Task 1: Paraphrase and Semantic Similarity in Twitter (PIT)International Workshop on Semantic Evaluation (SemEval)Wei Xu, Chris Callison-Burch, Bill Dolan2015 · 230 citations
- Commonsense for Generative Multi-Hop Question Answering TasksConference on Empirical Methods in Natural Language Processing (EMNLP)Lisa Bauer, Yicheng Wang, Mohit Bansal2018 · 229 citations
- Edit Detection and Parsing for Transcribed SpeechConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Eugene Charniak, Mark Johnson2001 · 229 citations
- CCAligned: A Massive Collection of Cross-Lingual Web-Document PairsConference on Empirical Methods in Natural Language Processing (EMNLP)Ahmed El-Kishky, Vishrav Chaudhary, Francisco Guzmán, et al.2020 · 229 citations
- Hurdles to Progress in Long-form Question AnsweringConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Kalpesh Krishna, Aurko Roy, Mohit Iyyer2021 · 229 citations
- Detecting Hallucinated Content in Conditional Neural Sequence GenerationFindings of the Association for Computational LinguisticsChunting Zhou, Graham Neubig, Jiatao Gu, et al.2021 · 229 citations
- Broad-coverage CCG Semantic Parsing with AMRConference on Empirical Methods in Natural Language Processing (EMNLP)Yoav Artzi, Kenton Lee, Luke Zettlemoyer2015 · 228 citations
- Constraint-Based Question Answering with Knowledge GraphInternational Conference on Computational Linguistics (COLING)Junwei Bao, Nan Duan, Zhao Yan, et al.2016 · 228 citations
- Towards Multimodal Sarcasm Detection (An \textitObviously Perfect Paper)Annual Meeting of the Association for Computational Linguistics (ACL)Santiago Castro, Devamanyu Hazarika, Verónica Pérez-Rosas, et al.2019 · 228 citations
- Harms of Gender Exclusivity and Challenges in Non-Binary Representation in Language TechnologiesConference on Empirical Methods in Natural Language Processing (EMNLP)Sunipa Dev, Masoud Monajatipoor, Anaelia Ovalle, et al.2021 · 228 citations
- Understanding the Difficulty of Training TransformersConference on Empirical Methods in Natural Language Processing (EMNLP)Liyuan Liu, Xiaodong Liu, Jianfeng Gao, et al.2020 · 228 citations
- Automatic Domain Adaptation for ParsingConference of the North American Chapter of the Association for Computational Linguistics (NAACL)David McClosky, Eugene Charniak, Mark Johnson2010 · 228 citations
- Neural Machine Translation with Byte-Level SubwordsProceedings of the AAAI Conference on Artificial IntelligenceChanghan Wang, Kyunghyun Cho, Jiatao Gu2019 · 228 citations
- Computational Interpretations of the Gricean Maxims in the Generation of Referring ExpressionsRobert Dale, Ehud Reiter1995 · 227 citations
- Sparse Overcomplete Word Vector RepresentationsAnnual Meeting of the Association for Computational Linguistics (ACL)Manaal Faruqui, Yulia Tsvetkov, Dani Yogatama, et al.2015 · 227 citations
- DEGREE: A Data-Efficient Generation-Based Event Extraction ModelConference of the North American Chapter of the Association for Computational Linguistics (NAACL)I-Hung Hsu, Kuan-Hao Huang, Elizabeth Boschee, et al.2022 · 227 citations
- Neural CRF Model for Sentence Alignment in Text SimplificationAnnual Meeting of the Association for Computational Linguistics (ACL)Chao Jiang, Mounica Maddela, Wuwei Lan, et al.2020 · 227 citations
- Learning to Deceive with Attention-Based ExplanationsAnnual Meeting of the Association for Computational Linguistics (ACL)Danish Pruthi, Mansi Gupta, Bhuwan Dhingra, et al.2020 · 227 citations
- XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language ModelsarXiv:2308.01263Paul Rottger, Hannah Rose Kirk, Bertie Vidgen, et al.2023 · 227 citations
- Interpretation of Natural Language Rules in Conversational Machine ReadingConference on Empirical Methods in Natural Language Processing (EMNLP)Marzieh Saeidi, Max Bartolo, Patrick Lewis, et al.2018 · 227 citations
- SParC: Cross-Domain Semantic Parsing in ContextAnnual Meeting of the Association for Computational Linguistics (ACL)Tao Yu, Rui Zhang, Michihiro Yasunaga, et al.2019 · 227 citations
- A Language-Independent Neural Network for Event DetectionAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaocheng Feng, Lifu Huang, Duyu Tang, et al.2016 · 226 citations
- TrustLLM: Trustworthiness in Large Language ModelsarXiv:2401.05561Yue Huang, Lichao Sun, Haoran Wang, et al.2024 · 226 citations
- What learning algorithm is in-context learning? Investigations with linear modelsarXiv:2211.15661Ekin Akyürek, Dale Schuurmans, Jacob Andreas, et al.2022 · 225 citations
- Baseline Defenses for Adversarial Attacks Against Aligned Language ModelsarXiv:2309.00614Neel Jain, Avi Schwarzschild, Yuxin Wen, et al.2023 · 225 citations
- Joint Determination of Anaphoricity and Coreference Resolution using Integer ProgrammingConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Pascal Denis, Jason Baldridge2007 · 224 citations
- Richer Event Description: Integrating event coreference with temporal, causal and bridging annotationProceedings of the 2nd Workshop on Computing News Storylines (CNS 2016)Tim O'Gorman, Kristin Wright-Bettner, Martha Palmer2016 · 224 citations
- MTNT: A Testbed for Machine Translation of Noisy TextConference on Empirical Methods in Natural Language Processing (EMNLP)Paul Michel, Graham Neubig2018 · 224 citations
- On Adversarial Examples for Character-Level Neural Machine TranslationInternational Conference on Computational Linguistics (COLING)Javid Ebrahimi, Daniel Lowd, Dejing Dou2018 · 223 citations
- BLEU might be Guilty but References are not InnocentConference on Empirical Methods in Natural Language Processing (EMNLP)Markus Freitag, David Grangier, Isaac Caswell2020 · 223 citations
- Learning to Faithfully Rationalize by ConstructionAnnual Meeting of the Association for Computational Linguistics (ACL)Sarthak Jain, Sarah Wiegreffe, Yuval Pinter, et al.2020 · 223 citations
- Unsupervised Evaluation of Interactive Dialog with DialoGPTAnnual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL)Shikib Mehri, Maxine Eskenazi2020 · 223 citations
- Unsupervised Models for Coreference ResolutionConference on Empirical Methods in Natural Language Processing (EMNLP)Vincent Ng2008 · 223 citations
- Measuring Agreement on Set-valued Items (MASI) for Semantic and Pragmatic AnnotationLanguage Resources and Evaluation Conference (LREC)Rebecca Passonneau2006 · 223 citations
- Modeling Argument Strength in Student EssaysAnnual Meeting of the Association for Computational Linguistics (ACL)Isaac Persing, Vincent Ng2015 · 223 citations
- MITRE at SemEval-2016 Task 6: Transfer Learning for Stance DetectionInternational Workshop on Semantic Evaluation (SemEval)Guido Zarrella, Amy Marsh2016 · 223 citations
- Putting it Simply: a Context-Aware Approach to Lexical SimplificationAnnual Meeting of the Association for Computational Linguistics (ACL)Or Biran, Samuel Brody, Noémie Elhadad2011 · 222 citations
- Microsoft Translator at WMT 2019: Towards Large-Scale Document-Level Neural Machine TranslationConference on Machine Translation (WMT)Marcin Junczys-Dowmunt2019 · 222 citations
- Specializing Smaller Language Models towards Multi-Step ReasoningarXiv:2301.12726Yao Fu, Hao Peng, Litu Ou, et al.2023 · 222 citations
- ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem SolvingarXiv:2309.17452Zhibin Gou, Zhihong Shao, Yeyun Gong, et al.2023 · 222 citations
- GeneGPT: Augmenting Large Language Models with Domain Tools for Improved Access to Biomedical InformationBioinformaticsQiao Jin, Yifan Yang, Qingyu Chen, et al.2023 · 222 citations
- GLUECoS: An Evaluation Benchmark for Code-Switched NLPAnnual Meeting of the Association for Computational Linguistics (ACL)Simran Khanuja, Sandipan Dandapat, Anirudh Srinivasan, et al.2020 · 222 citations
- Identifying Appropriate Support for Propositions in Online User CommentsWorkshop on Argumentation MiningJoonsuk Park, Claire Cardie2014 · 222 citations
- A Survey of Hallucination in Large Foundation ModelsarXiv:2309.05922Vipula Rawte, Amit Sheth, Amitava Das2023 · 222 citations
- How Language Model Hallucinations Can SnowballarXiv:2305.13534Muru Zhang, Ofir Press, William Merrill, et al.2023 · 222 citations
- Visualizing and Understanding the Effectiveness of BERTConference on Empirical Methods in Natural Language Processing (EMNLP)Yaru Hao, Li Dong, Furu Wei, et al.2019 · 221 citations
- HoVer: A Dataset for Many-Hop Fact Extraction And Claim VerificationFindings of the Association for Computational LinguisticsYichen Jiang, Shikha Bordia, Zheng Zhong, et al.2020 · 221 citations
- Unsupervised Multilingual Learning for Morphological SegmentationAnnual Meeting of the Association for Computational Linguistics (ACL)Benjamin Snyder, Regina Barzilay2008 · 221 citations
- Beyond BLEU: Training Neural Machine Translation with Semantic SimilarityAnnual Meeting of the Association for Computational Linguistics (ACL)John Wieting, Taylor Berg-Kirkpatrick, Kevin Gimpel, et al.2019 · 221 citations
- Reasoning Over Semantic-Level Graph for Fact CheckingAnnual Meeting of the Association for Computational Linguistics (ACL)Wanjun Zhong, Jingjing Xu, Duyu Tang, et al.2020 · 221 citations
- Loosely Tree-Based Alignment for Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Daniel Gildea2003 · 220 citations
- Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language ModelsarXiv:2405.01535Seungone Kim, Juyoung Suk, Shayne Longpre, et al.2024 · 220 citations
- The elephant in the interpretability room: Why use attention as explanation when we have saliency methods?BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLPJasmijn Bastings, Katja Filippova2020 · 219 citations
- Probing for semantic evidence of composition by means of simple classification tasksWorkshop on Evaluating Vector Space Representations for NLPAllyson Ettinger, Ahmed Elgohary, Philip Resnik2016 · 219 citations
- Solving Geometry Problems: Combining Text and Diagram InterpretationConference on Empirical Methods in Natural Language Processing (EMNLP)Minjoon Seo, Hannaneh Hajishirzi, Ali Farhadi, et al.2015 · 219 citations
- SciREX: A Challenge Dataset for Document-Level Information ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL)Sarthak Jain, Madeleine van Zuylen, Hannaneh Hajishirzi, et al.2020 · 218 citations
- What Happens To BERT Embeddings During Fine-tuning?BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLPAmil Merchant, Elahe Rahimtoroghi, Ellie Pavlick, et al.2020 · 218 citations
- Unsupervised Question Decomposition for Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Ethan Perez, Patrick Lewis, Wen-tau Yih, et al.2020 · 218 citations
- Break It Down: A Question Understanding BenchmarkTransactions of the Association for Computational Linguistics (TACL)Tomer Wolfson, Mor Geva, Ankit Gupta, et al.2020 · 218 citations
- FOLIO: Natural Language Reasoning with First-Order LogicarXiv:2209.00840Simeng Han, Hailey Schoelkopf, Yilun Zhao, et al.2022 · 217 citations
- Why Doesn't EM Find Good HMM POS-Taggers?Conference on Empirical Methods in Natural Language Processing (EMNLP)Mark Johnson2007 · 217 citations
- Birds have four legs?! NumerSense: Probing Numerical Commonsense Knowledge of Pre-Trained Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Bill Yuchen Lin, Seyeon Lee, Rahul Khanna, et al.2020 · 217 citations
- Syntactic Data Augmentation Increases Robustness to Inference HeuristicsAnnual Meeting of the Association for Computational Linguistics (ACL)Junghyun Min, R. Thomas McCoy, Dipanjan Das, et al.2020 · 217 citations
- Better Summarization Evaluation with Word Embeddings for ROUGEConference on Empirical Methods in Natural Language Processing (EMNLP)Jun-Ping Ng, Viktoria Abrecht2015 · 217 citations
- Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language ProcessingComputational LinguisticsEdoardo Maria Ponti, Helen O'Horan, Yevgeni Berzak, et al.2019 · 217 citations
- Inclusive yet Selective: Supervised Distributional Hypernymy DetectionInternational Conference on Computational Linguistics (COLING)Stephen Roller, Katrin Erk, Gemma Boleda2014 · 217 citations
- Arabic Morphological Tagging, Diacritization, and Lemmatization Using Lexeme Models and Feature RankingRyan Roth, Owen Rambow, Nizar Habash, et al.2008 · 217 citations
- Are You Sure That This Happened? Assessing the Factuality Degree of Events in TextComputational LinguisticsRoser Saurí, James Pustejovsky2012 · 217 citations
- Minimum Risk Annealing for Training Log-Linear ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)David A. Smith, Jason Eisner2006 · 217 citations
- Large Scale Parallel Document Mining for Machine TranslationInternational Conference on Computational Linguistics (COLING)Jakob Uszkoreit, Jay Ponte, Ashok Popat, et al.2010 · 217 citations
- Structured Pruning Learns Compact and Accurate ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Mengzhou Xia, Zexuan Zhong, Danqi Chen2022 · 217 citations
- Supervised Contrastive Learning for Pre-trained Language Model Fine-tuningarXiv:2011.01403Beliz Gunel, Jingfei Du, Alexis Conneau, et al.2020 · 216 citations
- Making Language Models Better Reasoners with Step-Aware VerifierAnnual Meeting of the Association for Computational Linguistics (ACL)Yifei Li, Zeqi Lin, Shizhuo Zhang, et al.2023 · 216 citations
- Real-Time Open-Domain Question Answering with Dense-Sparse Phrase IndexAnnual Meeting of the Association for Computational Linguistics (ACL)Minjoon Seo, Jinhyuk Lee, Tom Kwiatkowski, et al.2019 · 216 citations
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