Works of United States
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- A Dataset of Peer Reviews (PeerRead): Collection, Insights and NLP ApplicationsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Dongyeop Kang, Waleed Ammar, Bhavana Dalvi, et al.2018 · 275 citations
- Design of a Knowledge-Based Report GeneratorAnnual Meeting of the Association for Computational Linguistics (ACL)Karen Kukich1983 · 275 citations
- Discourse Segmentation by Human and Automated MeansComputational LinguisticsRebecca J. Passonneau, Diane J. Litman1997 · 275 citations
- Learning Discriminative Projections for Text Similarity MeasuresConference on Computational Natural Language Learning (CoNLL)Wen-tau Yih, Kristina Toutanova, John C. Platt, et al.2011 · 275 citations
- Statistical Syntax-Directed Translation with Extended Domain of LocalityLiang Huang, Kevin Knight, Aravind Joshi2006 · 274 citations
- Text Classification Using Label Names Only: A Language Model Self-Training ApproachConference on Empirical Methods in Natural Language Processing (EMNLP)Yu Meng, Yunyi Zhang, Jiaxin Huang, et al.2020 · 274 citations
- Semantic Class Learning from the Web with Hyponym Pattern Linkage GraphsAnnual Meeting of the Association for Computational Linguistics (ACL)Zornitsa Kozareva, Ellen Riloff, Eduard Hovy2008 · 273 citations
- WikiLingua: A New Benchmark Dataset for Cross-Lingual Abstractive SummarizationFindings of the Association for Computational LinguisticsFaisal Ladhak, Esin Durmus, Claire Cardie, et al.2020 · 273 citations
- Joint Entity and Event Coreference Resolution across DocumentsConference on Empirical Methods in Natural Language Processing (EMNLP)Heeyoung Lee, Marta Recasens, Angel Chang, et al.2012 · 273 citations
- POS Tagging of English-Hindi Code-Mixed Social Media ContentConference on Empirical Methods in Natural Language Processing (EMNLP)Yogarshi Vyas, Spandana Gella, Jatin Sharma, et al.2014 · 273 citations
- Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question AnsweringarXiv:1911.10470Akari Asai, Kazuma Hashimoto, Hannaneh Hajishirzi, et al.2019 · 272 citations
- Representing Schema Structure with Graph Neural Networks for Text-to-SQL ParsingAnnual Meeting of the Association for Computational Linguistics (ACL)Ben Bogin, Jonathan Berant, Matt Gardner2019 · 272 citations
- Zero-Shot Transfer Learning for Event ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL)Lifu Huang, Heng Ji, Kyunghyun Cho, et al.2018 · 272 citations
- Re-examining Machine Translation Metrics for Paraphrase IdentificationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Nitin Madnani, Joel Tetreault, Martin Chodorow2012 · 272 citations
- Joint Unsupervised Coreference Resolution with Markov LogicConference on Empirical Methods in Natural Language Processing (EMNLP)Hoifung Poon, Pedro Domingos2008 · 272 citations
- Towards Universal Paraphrastic Sentence EmbeddingsarXiv:1511.08198John Wieting, Mohit Bansal, Kevin Gimpel, et al.2015 · 272 citations
- Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Tongshuang Wu, Marco Tulio Ribeiro, Jeffrey Heer, et al.2021 · 272 citations
- Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding HeadsarXiv:2401.10774Tianle Cai, Yuhong Li, Zhengyang Geng, et al.2024 · 271 citations
- InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-TrainingarXiv:2007.07834Zewen Chi, Li Dong, Furu Wei, et al.2020 · 271 citations
- Simpler but More Accurate Semantic Dependency ParsingAnnual Meeting of the Association for Computational Linguistics (ACL)Timothy Dozat, Christopher D. Manning2018 · 271 citations
- Surface Form Competition: Why the Highest Probability Answer Isn't Always RightConference on Empirical Methods in Natural Language Processing (EMNLP)Ari Holtzman, Peter West, Vered Shwartz, et al.2021 · 271 citations
- COVIDLies: Detecting COVID-19 Misinformation on Social MediaWorkshop on NLP for COVID-19 at EMNLPTamanna Hossain, Robert L. Logan IV, Arjuna Ugarte, et al.2020 · 270 citations
- Minimum Cut Model for Spoken Lecture SegmentationAnnual Meeting of the Association for Computational Linguistics (ACL)Igor Malioutov, Regina Barzilay2006 · 270 citations
- CorMet: A Computational, Corpus-Based Conventional Metaphor Extraction SystemComputational LinguisticsZachary J. Mason2004 · 270 citations
- DiffCSE: Difference-based Contrastive Learning for Sentence EmbeddingsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Yung-Sung Chuang, Rumen Dangovski, Hongyin Luo, et al.2022 · 269 citations
- Cross-lingual Dependency Parsing Based on Distributed RepresentationsAnnual Meeting of the Association for Computational Linguistics (ACL)Jiang Guo, Wanxiang Che, David Yarowsky, et al.2015 · 269 citations
- A Challenge Set Approach to Evaluating Machine TranslationPierre Isabelle, Colin Cherry, George Foster2017 · 269 citations
- Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What MattersAnnual Meeting of the Association for Computational Linguistics (ACL)Boshi Wang, Sewon Min, Xiang Deng, et al.2023 · 269 citations
- An Explanation of In-context Learning as Implicit Bayesian InferencearXiv:2111.02080Sang Michael Xie, Aditi Raghunathan, Percy Liang, et al.2021 · 269 citations
- Zero-Shot Stance Detection: A Dataset and Model using Generalized Topic RepresentationsConference on Empirical Methods in Natural Language Processing (EMNLP)Emily Allaway, Kathleen McKeown2020 · 268 citations
- Injecting Numerical Reasoning Skills into Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Mor Geva, Ankit Gupta, Jonathan Berant2020 · 268 citations
- Open Domain Targeted SentimentConference on Empirical Methods in Natural Language Processing (EMNLP)Margaret Mitchell, Jacqui Aguilar, Theresa Wilson, et al.2013 · 268 citations
- Having Beer after Prayer? Measuring Cultural Bias in Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Tarek Naous, Michael J. Ryan, Alan Ritter, et al.2023 · 268 citations
- Handling Divergent Reference Texts when Evaluating Table-to-Text GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Bhuwan Dhingra, Manaal Faruqui, Ankur Parikh, et al.2019 · 267 citations
- CUAD: An Expert-Annotated NLP Dataset for Legal Contract ReviewarXiv:2103.06268Dan Hendrycks, Collin Burns, Anya Chen, et al.2021 · 267 citations
- Hallucination-Free? Assessing the Reliability of Leading AI Legal Research ToolsarXiv:2405.20362Varun Magesh, Faiz Surani, Matthew Dahl, et al.2024 · 267 citations
- Joint Inference for Fine-grained Opinion ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL)Bishan Yang, Claire Cardie2013 · 267 citations
- When Are Tree Structures Necessary for Deep Learning of Representations?Conference on Empirical Methods in Natural Language Processing (EMNLP)Jiwei Li, Thang Luong, Dan Jurafsky, et al.2015 · 266 citations
- Jailbreaking ChatGPT via Prompt Engineering: An Empirical StudyarXiv:2305.13860Yi Liu, Gelei Deng, Zhengzi Xu, et al.2023 · 266 citations
- LongLoRA: Efficient Fine-tuning of Long-Context Large Language ModelsarXiv:2309.12307Yukang Chen, Shengju Qian, Haotian Tang, et al.2023 · 265 citations
- Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection NetworkAnnual Meeting of the Association for Computational Linguistics (ACL)Yutai Hou, Wanxiang Che, Yongkui Lai, et al.2020 · 265 citations
- A Continuously Growing Dataset of Sentential ParaphrasesConference on Empirical Methods in Natural Language Processing (EMNLP)Wuwei Lan, Siyu Qiu, Hua He, et al.2017 · 265 citations
- Towards Understanding and Mitigating Social Biases in Language ModelsarXiv:2106.13219Paul Pu Liang, Chiyu Wu, Louis-Philippe Morency, et al.2021 · 265 citations
- SemEval-2016 Task 12: Clinical TempEvalInternational Workshop on Semantic Evaluation (SemEval)Steven Bethard, Guergana Savova, Wei-Te Chen, et al.2016 · 264 citations
- Joint Parsing and Named Entity RecognitionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Jenny Rose Finkel, Christopher D. Manning2009 · 264 citations
- Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual TasksConference on Empirical Methods in Natural Language Processing (EMNLP)Haoyang Huang, Yaobo Liang, Nan Duan, et al.2019 · 264 citations
- Learning Global Features for Coreference ResolutionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Sam Wiseman, Alexander M. Rush, Stuart M. Shieber2016 · 264 citations
- Humor Recognition and Humor Anchor ExtractionConference on Empirical Methods in Natural Language Processing (EMNLP)Diyi Yang, Alon Lavie, Chris Dyer, et al.2015 · 264 citations
- Results of WMT22 Metrics Shared Task: Stop Using BLEU – Neural Metrics Are Better and More RobustMarkus Freitag, Ricardo Rei, Nitika Mathur, et al.2022 · 263 citations
- Toward Semantics-Based Answer PinpointingHuman Language Technology Conference (HLT)Eduard Hovy, Laurie Gerber, Ulf Hermjakob, et al.2001 · 263 citations
- From Light to Rich ERE: Annotation of Entities, Relations, and EventsWorkshop on EVENTS: Definition, Detection, Coreference, and RepresentationZhiyi Song, Ann Bies, Stephanie Strassel, et al.2015 · 263 citations
- Zero-shot User Intent Detection via Capsule Neural NetworksConference on Empirical Methods in Natural Language Processing (EMNLP)Congying Xia, Chenwei Zhang, Xiaohui Yan, et al.2018 · 262 citations
- A Simple Domain-Independent Probabilistic Approach to GenerationConference on Empirical Methods in Natural Language Processing (EMNLP)Gabor Angeli, Percy Liang, Dan Klein2010 · 261 citations
- Monotonic Infinite Lookback Attention for Simultaneous Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Naveen Arivazhagan, Colin Cherry, Wolfgang Macherey, et al.2019 · 261 citations
- DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language ModelsarXiv:2309.03883Yung-Sung Chuang, Yujia Xie, Hongyin Luo, et al.2023 · 261 citations
- Efficient, Feature-based, Conditional Random Field ParsingAnnual Meeting of the Association for Computational Linguistics (ACL)Jenny Rose Finkel, Alex Kleeman, Christopher D. Manning2008 · 261 citations
- Condenser: a Pre-training Architecture for Dense RetrievalConference on Empirical Methods in Natural Language Processing (EMNLP)Luyu Gao, Jamie Callan2021 · 261 citations
- DSPy: Compiling Declarative Language Model Calls into Self-Improving PipelinesarXiv:2310.03714Omar Khattab, Arnav Singhvi, Paridhi Maheshwari, et al.2023 · 261 citations
- Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic ParsingFindings of the Association for Computational LinguisticsXi Victoria Lin, Richard Socher, Caiming Xiong2020 · 261 citations
- CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to DatabasesConference on Empirical Methods in Natural Language Processing (EMNLP)Tao Yu, Rui Zhang, Heyang Er, et al.2019 · 261 citations
- Findings of the VarDial Evaluation Campaign 2017Workshop on NLP for Similar Languages, Varieties and Dialects (VarDial)Marcos Zampieri, Shervin Malmasi, Nikola Ljubešić, et al.2017 · 261 citations
- Collective Content Selection for Concept-to-Text GenerationHuman Language Technology Conference (HLT)Regina Barzilay, Mirella Lapata2005 · 260 citations
- TLDR: Extreme Summarization of Scientific DocumentsFindings of the Association for Computational LinguisticsIsabel Cachola, Kyle Lo, Arman Cohan, et al.2020 · 260 citations
- The Ups and Downs of Preposition Error Detection in ESL WritingInternational Conference on Computational Linguistics (COLING)Joel R. Tetreault, Martin Chodorow2008 · 260 citations
- The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language VariantsAnnual Meeting of the Association for Computational Linguistics (ACL)Lucas Bandarkar, Davis Liang, Benjamin Muller, et al.2023 · 259 citations
- SemEval-2012 Task 2: Measuring Degrees of Relational SimilarityJoint Conference on Lexical and Computational Semantics (*SEM)David Jurgens, Saif Mohammad, Peter Turney, et al.2012 · 259 citations
- Towards Debiasing Sentence RepresentationsAnnual Meeting of the Association for Computational Linguistics (ACL)Paul Pu Liang, Irene Mengze Li, Emily Zheng, et al.2020 · 259 citations
- Large Language Models for Data Annotation and Synthesis: A SurveyConference on Empirical Methods in Natural Language Processing (EMNLP)Zhen Tan, Dawei Li, Song Wang, et al.2024 · 259 citations
- Automatic Machine Translation Evaluation in Many Languages via Zero-Shot ParaphrasingConference on Empirical Methods in Natural Language Processing (EMNLP)Brian Thompson, Matt Post2020 · 259 citations
- Fairseq S2T: Fast Speech-to-Text Modeling with FairseqConference of the Asia-Pacific Chapter of the Association for Computational Linguistics (AACL)Changhan Wang, Yun Tang, Xutai Ma, et al.2020 · 259 citations
- Re-evaluating Evaluation in Text SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP)Manik Bhandari, Pranav Narayan Gour, Atabak Ashfaq, et al.2020 · 258 citations
- Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential ReasoningPradeep Dasigi, Nelson F. Liu, Ana Marasovic, et al.2019 · 258 citations
- A Large Self-Annotated Corpus for SarcasmLanguage Resources and Evaluation Conference (LREC)Mikhail Khodak, Nikunj Saunshi, Kiran Vodrahalli2018 · 258 citations
- Scaling Laws for Autoregressive Generative ModelingarXiv:2010.14701Tom Henighan, Jared Kaplan, Mor Katz, et al.2020 · 257 citations
- Language as a Latent Variable: Discrete Generative Models for Sentence CompressionConference on Empirical Methods in Natural Language Processing (EMNLP)Yishu Miao, Phil Blunsom2016 · 257 citations
- The Multilingual Amazon Reviews CorpusConference on Empirical Methods in Natural Language Processing (EMNLP)Phillip Keung, Yichao Lu, György Szarvas, et al.2020 · 256 citations
- Relational Inference for WikificationConference on Empirical Methods in Natural Language Processing (EMNLP)Xiao Cheng, Dan Roth2013 · 255 citations
- Automatically Assessing Machine Summary Content Without a Gold StandardComputational LinguisticsAnnie Louis, Ani Nenkova2013 · 255 citations
- Few-shot Natural Language Generation for Task-Oriented DialogFindings of the Association for Computational LinguisticsBaolin Peng, Chenguang Zhu, Chunyuan Li, et al.2020 · 255 citations
- Learning from Context or Names? An Empirical Study on Neural Relation ExtractionConference on Empirical Methods in Natural Language Processing (EMNLP)Hao Peng, Tianyu Gao, Xu Han, et al.2020 · 255 citations
- Retrieve and Refine: Improved Sequence Generation Models For DialogueProceedings of the 2018 EMNLP Workshop SCAI: The 2nd International Workshop on Search-Oriented Conversational AIJason Weston, Emily Dinan, Alexander Miller2018 · 255 citations
- MiniF2F: a cross-system benchmark for formal Olympiad-level mathematicsarXiv:2109.00110Kunhao Zheng, Jesse Michael Han, Stanislas Polu2021 · 255 citations
- LexGLUE: A Benchmark Dataset for Legal Language Understanding in EnglisharXiv:2110.00976Ilias Chalkidis; Abhik Jana; Dirk Hartung; Michael Bommarito; Ion Androutsopoulos; Daniel Martin Katz;, Nikolaos Aletras2021 · 254 citations
- Why are You Taking this Stance? Identifying and Classifying Reasons in Ideological DebatesConference on Empirical Methods in Natural Language Processing (EMNLP)Kazi Saidul Hasan, Vincent Ng2014 · 254 citations
- Unlearn Dataset Bias in Natural Language Inference by Fitting the ResidualWorkshop on Deep Learning Approaches for Low-Resource NLPHe He, Sheng Zha, Haohan Wang2019 · 254 citations
- TAPEX: Table Pre-training via Learning a Neural SQL ExecutorarXiv:2107.07653Qian Liu, Bei Chen, Jiaqi Guo, et al.2021 · 254 citations
- A Holistic Approach to Undesired Content Detection in the Real WorldProceedings of the AAAI Conference on Artificial IntelligenceTodor Markov, Chong Zhang, Sandhini Agarwal, et al.2022 · 254 citations
- CorefQA: Coreference Resolution as Query-based Span PredictionAnnual Meeting of the Association for Computational Linguistics (ACL)Wei Wu, Fei Wang, Arianna Yuan, et al.2020 · 254 citations
- An Empirical Survey of Data Augmentation for Limited Data Learning in NLPTransactions of the Association for Computational Linguistics (TACL)Jiaao Chen, Derek Tam, Colin Raffel, et al.2023 · 253 citations
- Why Can GPT Learn In-Context? Language Models Secretly Perform Gradient Descent as Meta-OptimizersFindings of the Association for Computational LinguisticsDamai Dai, Yutao Sun, Li Dong, et al.2023 · 253 citations
- NULI at SemEval-2019 Task 6: Transfer Learning for Offensive Language Detection using Bidirectional TransformersInternational Workshop on Semantic Evaluation (SemEval)Ping Liu, Wen Li, Liang Zou2019 · 253 citations
- Multi-Reward Reinforced Summarization with Saliency and EntailmentConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ramakanth Pasunuru, Mohit Bansal2018 · 253 citations
- Societal Biases in Language Generation: Progress and ChallengesAnnual Meeting of the Association for Computational Linguistics (ACL)Emily Sheng, Kai-Wei Chang, Prem Natarajan, et al.2021 · 253 citations
- Measuring and Reducing Gendered Correlations in Pre-trained ModelsarXiv:2010.06032Kellie Webster, Xuezhi Wang, Ian Tenney, et al.2020 · 253 citations
- Exploiting Syntactico-Semantic Structures for Relation ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL)Yee Seng Chan, Dan Roth2011 · 252 citations
- Entity-Centric Coreference Resolution with Model StackingAnnual Meeting of the Association for Computational Linguistics (ACL)Kevin Clark, Christopher D. Manning2015 · 252 citations
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