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Who cites Jeffrey Pennington

6,358 citations of their works from 6,292 papers of our library (of the 140,884 whose bibliographies we read) · 557 with a page here, the most cited first · page 4 of 6 · 301–400 · ← Jeffrey Pennington

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  1. Interpreting Pretrained Contextualized Representations via Reductions to Static EmbeddingsRishi Bommasani, Kelly Davis, Claire Cardie2020 · 248 citations
  2. Linear Algebraic Structure of Word Senses, with Applications to PolysemySanjeev Arora, Yuanzhi Li, Yingyu Liang, et al.2018 · 247 citations
  3. Reasoning with Sarcasm by Reading In-BetweenYi Tay, Anh Tuan Luu, Siu Cheung Hui, et al.2018 · 247 citations
  4. Can You Unpack That? Learning to Rewrite Questions-in-ContextAhmed Elgohary, Denis Peskov, Jordan Boyd-Graber2019 · 244 citations
  5. ZeroGen: Efficient Zero-shot Learning via Dataset GenerationJiacheng Ye, Jiahui Gao, Qintong Li, et al.2022 · 242 citations
  6. CLUE: A Chinese Language Understanding Evaluation BenchmarkLiang Xu, Hai Hu, Xuanwei Zhang, et al.2020 · 242 citations
  7. A review of sentiment analysis research in Arabic languageOumaima Oueslati; Erik Cambria; Moez Ben HajHmida;, Habib Ounelli2020 · 241 citations
  8. EditNTS: An Neural Programmer-Interpreter Model for Sentence Simplification through Explicit EditingYue Dong, Zichao Li, Mehdi Rezagholizadeh, et al.2019 · 241 citations
  9. Simplifying Lexical Simplification: Do We Need Simplified Corpora?Goran Glavaš, Sanja Štajner2015 · 241 citations
  10. Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology ReportsYuhao Zhang, Derek Merck, Emily Tsai, et al.2020 · 240 citations
  11. Pretrained Language Models for Biomedical and Clinical Tasks: Understanding and Extending the State-of-the-ArtPatrick Lewis, Myle Ott, Jingfei Du, et al.2020 · 240 citations
  12. RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL ParsersBailin Wang, Richard Shin, Xiaodong Liu, et al.2020 · 239 citations
  13. Classification and Clustering of Arguments with Contextualized Word EmbeddingsNils Reimers, Benjamin Schiller, Tilman Beck, et al.2019 · 239 citations
  14. On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A SurveyLin Long, Rui Wang, Ruixuan Xiao, et al.2024 · 236 citations
  15. FUDGE: Controlled Text Generation With Future DiscriminatorsKevin Yang, Dan Klein2021 · 234 citations
  16. Self-Guided Contrastive Learning for BERT Sentence RepresentationsTaeuk Kim, Kang Min Yoo, Sang-goo Lee2021 · 234 citations
  17. MultiQA: An Empirical Investigation of Generalization and Transfer in Reading ComprehensionAlon Talmor, Jonathan Berant2019 · 234 citations
  18. Decoupling Strategy and Generation in Negotiation DialoguesHe He, Derek Chen, Anusha Balakrishnan, et al.2018 · 233 citations
  19. Commonsense Knowledge Base CompletionXiang Li, Aynaz Taheri, Lifu Tu, et al.2016 · 232 citations
  20. Step-by-Step: Separating Planning from Realization in Neural Data-to-Text GenerationAmit Moryossef, Yoav Goldberg, Ido Dagan2019 · 230 citations
  21. From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal LikelihoodKelvin Guu, Panupong Pasupat, Evan Liu, et al.2017 · 230 citations
  22. Harms of Gender Exclusivity and Challenges in Non-Binary Representation in Language TechnologiesSunipa Dev, Masoud Monajatipoor, Anaelia Ovalle, et al.2021 · 228 citations
  23. AlBERTo: Italian BERT Language Understanding Model for NLP Challenging Tasks Based on TweetsMarco Polignano, Pierpaolo Basile, Marco de Gemmis, et al.2019 · 228 citations
  24. Neural CRF Model for Sentence Alignment in Text SimplificationChao Jiang, Mounica Maddela, Wuwei Lan, et al.2020 · 227 citations
  25. SParC: Cross-Domain Semantic Parsing in ContextTao Yu, Rui Zhang, Michihiro Yasunaga, et al.2019 · 227 citations
  26. A Monolingual Approach to Contextualized Word Embeddings for Mid-Resource LanguagesPedro Javier Ortiz Suárez, Laurent Romary, Benoît Sagot2020 · 219 citations
  27. Head-Driven Phrase Structure Grammar Parsing on Penn TreebankJunru Zhou, Hai Zhao2019 · 219 citations
  28. Probing for semantic evidence of composition by means of simple classification tasksAllyson Ettinger, Ahmed Elgohary, Philip Resnik2016 · 217 citations
  29. YiSi - a Unified Semantic MT Quality Evaluation and Estimation Metric for Languages with Different Levels of Available ResourcesChi-kiu Lo2019 · 216 citations
  30. TACRED Revisited: A Thorough Evaluation of the TACRED Relation Extraction TaskChristoph Alt, Aleksandra Gabryszak, Leonhard Hennig2020 · 212 citations
  31. Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence RerankingTsung-Hsien Wen, Milica Gašić, Dongho Kim, et al.2015 · 212 citations
  32. Syntax for Semantic Role Labeling, To Be, Or Not To BeShexia He, Zuchao Li, Hai Zhao, et al.2018 · 211 citations
  33. Fighting Offensive Language on Social Media with Unsupervised Text Style TransferCicero Nogueira dos Santos, Igor Melnyk, Inkit Padhi2018 · 209 citations
  34. Learning Anaphoricity and Antecedent Ranking Features for Coreference ResolutionSam Wiseman, Alexander M. Rush, Stuart Shieber, et al.2015 · 209 citations
  35. A Diagram Is Worth A Dozen ImagesAniruddha Kembhavi, Mike Salvato, Eric Kolve, et al.2016 · 207 citations
  36. Reasoning with Multimodal Sarcastic Tweets via Modeling Cross-Modality Contrast and Semantic AssociationNan Xu, Zhixiong Zeng, Wenji Mao2020 · 206 citations
  37. Evaluating Factuality in Generation with Dependency-level EntailmentTanya Goyal, Greg Durrett2020 · 201 citations
  38. Neural Metaphor Detection in ContextGe Gao, Eunsol Choi, Yejin Choi, et al.2018 · 198 citations
  39. One Vector is Not Enough: Entity-Augmented Distributed Semantics for Discourse RelationsYangfeng Ji, Jacob Eisenstein2015 · 198 citations
  40. ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree SearchDan Zhang, Sining Zhoubian, Ziniu Hu, et al.2024 · 197 citations
  41. Authorship Attribution for Neural Text GenerationAdaku Uchendu, Thai Le, Kai Shu, et al.2020 · 195 citations
  42. Collecting Diverse Natural Language Inference Problems for Sentence Representation EvaluationAdam Poliak, Aparajita Haldar, Rachel Rudinger, et al.2018 · 190 citations
  43. Tweet Sarcasm Detection Using Deep Neural NetworkMeishan Zhang, Yue Zhang, Guohong Fu2016 · 189 citations
  44. LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation MethodsHaitao Li, Qian Dong, Junjie Chen, et al.2024 · 188 citations
  45. DuoRC: Towards Complex Language Understanding with Paraphrased Reading ComprehensionAmrita Saha, Rahul Aralikatte, Mitesh M. Khapra, et al.2018 · 188 citations
  46. Gradient-based Adversarial Attacks against Text TransformersChuan Guo, Alexandre Sablayrolles, Hervé Jégou, et al.2021 · 187 citations
  47. Multimodal Meme Dataset (MultiOFF) for Identifying Offensive Content in Image and TextShardul Suryawanshi, Bharathi Raja Chakravarthi, Mihael Arcan, et al.2020 · 186 citations
  48. Grounded Conversation Generation as Guided Traverses in Commonsense Knowledge GraphsHouyu Zhang, Zhenghao Liu, Chenyan Xiong, et al.2020 · 181 citations
  49. On Second Thought, Let's Not Think Step by Step! Bias and Toxicity in Zero-Shot ReasoningOmar Shaikh, Hongxin Zhang, William Held, et al.2023 · 180 citations
  50. Neural Discourse Structure for Text CategorizationYangfeng Ji, Noah A. Smith2017 · 180 citations
  51. Representation Degeneration Problem in Training Natural Language Generation ModelsJun Gao, Di He, Xu Tan, et al.2019 · 179 citations
  52. Integrating Transformer and Paraphrase Rules for Sentence SimplificationSanqiang Zhao, Rui Meng, Daqing He, et al.2018 · 178 citations
  53. Evaluating Large Language Models: A Comprehensive SurveyZishan Guo, Renren Jin, Chuang Liu, et al.2023 · 177 citations
  54. Pre-training Multilingual Neural Machine Translation by Leveraging Alignment InformationZehui Lin, Xiao Pan, Mingxuan Wang, et al.2020 · 177 citations
  55. Investigating BERT's Knowledge of Language: Five Analysis Methods with NPIsAlex Warstadt, Yu Cao, Ioana Grosu, et al.2019 · 176 citations
  56. Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language ModelsQiguang Chen, Libo Qin, Jinhao Liu, et al.2025 · 174 citations
  57. Debiasing Pre-trained Contextualised EmbeddingsMasahiro Kaneko, Danushka Bollegala2021 · 174 citations
  58. Controllable Paraphrase Generation with a Syntactic ExemplarMingda Chen, Qingming Tang, Sam Wiseman, et al.2019 · 173 citations
  59. Multi-Modal Sarcasm Detection via Cross-Modal Graph Convolutional NetworkBin Liang, Chenwei Lou, Xiang Li, et al.2022 · 172 citations
  60. Generative Representational Instruction TuningNiklas Muennighoff, Hongjin Su, Liang Wang, et al.2024 · 165 citations
  61. Revisiting Joint Modeling of Cross-document Entity and Event Coreference ResolutionShany Barhom, Vered Shwartz, Alon Eirew, et al.2019 · 164 citations
  62. AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource LanguagesAbteen Ebrahimi, Manuel Mager, Arturo Oncevay, et al.2022 · 163 citations
  63. Explanations for CommonsenseQA: New Dataset and ModelsShourya Aggarwal, Divyanshu Mandowara, Vishwajeet Agrawal, et al.2021 · 162 citations
  64. Implicit Discourse Relation Classification via Multi-Task Neural NetworksYang Liu, Sujian Li, Xiaodong Zhang, et al.2016 · 162 citations
  65. Are Natural Language Inference Models IMPPRESsive? Learning IMPlicature and PRESuppositionPaloma Jeretic, Alex Warstadt, Suvrat Bhooshan, et al.2020 · 161 citations
  66. Frame-Semantic Parsing with Softmax-Margin Segmental RNNs and a Syntactic ScaffoldSwabha Swayamdipta, Sam Thomson, Chris Dyer, et al.2017 · 160 citations
  67. A Sentiment Analysis Dataset for Code-Mixed Malayalam-EnglishBharathi Raja Chakravarthi, Navya Jose, Shardul Suryawanshi, et al.2020 · 158 citations
  68. The Linear Representation Hypothesis and the Geometry of Large Language ModelsKiho Park, Yo Joong Choe, Victor Veitch2023 · 157 citations
  69. DataComp-LM: In search of the next generation of training sets for language modelsJeffrey Li, Alex Fang, Georgios Smyrnis, et al.2024 · 156 citations
  70. Toxic, Hateful, Offensive or Abusive? What Are We Really Classifying? An Empirical Analysis of Hate Speech DatasetsPaula Fortuna, Juan Soler, Leo Wanner2020 · 156 citations
  71. Automatic Stance Detection Using End-to-End Memory NetworksMitra Mohtarami, Ramy Baly, James Glass, et al.2018 · 156 citations
  72. Towards a Cleaner Document-Oriented Multilingual Crawled CorpusJulien Abadji, Pedro Ortiz Suarez, Laurent Romary, et al.2022 · 154 citations
  73. Evaluating Style Transfer for TextRemi Mir, Bjarke Felbo, Nick Obradovich, et al.2019 · 154 citations
  74. Training Language Models to Self-Correct via Reinforcement LearningAviral Kumar, Vincent Zhuang, Rishabh Agarwal, et al.2024 · 151 citations
  75. Discourse Parsing with Attention-based Hierarchical Neural NetworksQi Li, Tianshi Li, Baobao Chang2016 · 150 citations
  76. SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the WildWeihao Zeng, Yuzhen Huang, Qian Liu, et al.2025 · 148 citations
  77. Neural Models for Reasoning over Multiple Mentions Using CoreferenceBhuwan Dhingra, Qiao Jin, Zhilin Yang, et al.2018 · 147 citations
  78. Neural Net Models of Open-domain Discourse CoherenceJiwei Li, Dan Jurafsky2017 · 147 citations
  79. Iterative Reasoning Preference OptimizationRichard Yuanzhe Pang, Weizhe Yuan, Kyunghyun Cho, et al.2024 · 144 citations
  80. UNQOVERing Stereotyping Biases via Underspecified QuestionsTao Li, Daniel Khashabi, Tushar Khot, et al.2020 · 144 citations
  81. Generative Verifiers: Reward Modeling as Next-Token PredictionLunjun Zhang, Arian Hosseini, Hritik Bansal, et al.2024 · 143 citations
  82. Mapping to Declarative Knowledge for Word Problem SolvingSubhro Roy, Dan Roth2018 · 143 citations
  83. Sarcastic or Not: Word Embeddings to Predict the Literal or Sarcastic Meaning of WordsDebanjan Ghosh, Weiwei Guo, Smaranda Muresan2015 · 141 citations
  84. Affective and Contextual Embedding for Sarcasm DetectionNastaran Babanejad, Heidar Davoudi, Aijun An, et al.2020 · 135 citations
  85. Many-Shot In-Context LearningRishabh Agarwal, Avi Singh, Lei M. Zhang, et al.2024 · 134 citations
  86. Recent Advances in Natural Language Inference: A Survey of Benchmarks, Resources, and ApproachesShane Storks, Qiaozi Gao, Joyce Y. Chai2019 · 134 citations
  87. Dialogue Act Classification in Domain-Independent Conversations Using a Deep Recurrent Neural NetworkHamed Khanpour, Nishitha Guntakandla, Rodney Nielsen2016 · 134 citations
  88. Next Sentence Prediction helps Implicit Discourse Relation Classification within and across DomainsWei Shi, Vera Demberg2019 · 133 citations
  89. A Retrospective Analysis of the Fake News Challenge Stance-Detection TaskAndreas Hanselowski, Avinesh PVS, Benjamin Schiller, et al.2018 · 132 citations
  90. ReFT: Reasoning with Reinforced Fine-TuningLuong Trung, Xinbo Zhang, Zhanming Jie, et al.2024 · 131 citations
  91. Extracting Latent Steering Vectors from Pretrained Language ModelsNishant Subramani, Nivedita Suresh, Matthew Peters2022 · 131 citations
  92. An Analysis of Natural Language Inference Benchmarks through the Lens of NegationMd Mosharaf Hossain, Venelin Kovatchev, Pranoy Dutta, et al.2020 · 130 citations
  93. Swiss-Judgment-Prediction: A Multilingual Legal Judgment Prediction BenchmarkJoel Niklaus, Ilias Chalkidis, Matthias Stürmer2021 · 129 citations
  94. Still a Pain in the Neck: Evaluating Text Representations on Lexical CompositionVered Shwartz, Ido Dagan2019 · 129 citations
  95. Recognizing Implicit Discourse Relations via Repeated Reading: Neural Networks with Multi-Level AttentionYang Liu, Sujian Li2016 · 128 citations
  96. Performance Impact Caused by Hidden Bias of Training Data for Recognizing Textual EntailmentMasatoshi Tsuchiya2018 · 125 citations
  97. Adversarial Learning for Zero-Shot Stance Detection on Social MediaEmily Allaway, Malavika Srikanth, Kathleen McKeown2021 · 124 citations
  98. Nomic Embed: Training a Reproducible Long Context Text EmbedderZach Nussbaum, John X. Morris, Brandon Duderstadt, et al.2024 · 123 citations
  99. Don't Take the Premise for Granted: Mitigating Artifacts in Natural Language InferenceYonatan Belinkov, Adam Poliak, Stuart Shieber, et al.2019 · 121 citations
  100. Parsing Tweets into Universal DependenciesYijia Liu, Yi Zhu, Wanxiang Che, et al.2018 · 121 citations

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