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Who cites «Deep Contextualized Word Representations»

3,240 papers of our library cite it (of the 140,884 whose bibliographies we read) · 388 with a page here, the most cited first · page 2 of 4 · 101–200 · ← the paper

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  1. Towards a Unified View of Parameter-Efficient Transfer LearningJunxian He, Chunting Zhou, Xuezhe Ma, et al.2021 · 604 citations
  2. Linguistically-Informed Self-Attention for Semantic Role LabelingEmma Strubell, Patrick Verga, Daniel Andor, et al.2018 · 598 citations
  3. WiC: the Word-in-Context Dataset for Evaluating Context-Sensitive Meaning RepresentationsMohammad Taher Pilehvar, Jose Camacho-Collados2019 · 592 citations
  4. The Flan Collection: Designing Data and Methods for Effective Instruction TuningShayne Longpre, Le Hou, Tu Vu, et al.2023 · 590 citations
  5. A Robustly Optimized BERT Pre-training Approach with Post-trainingLiu Zhuang, Lin Wayne, Shi Ya, et al.2021 · 585 citations
  6. Dissecting Contextual Word Embeddings: Architecture and RepresentationMatthew E. Peters, Mark Neumann, Luke Zettlemoyer, et al.2018 · 585 citations
  7. Measuring Bias in Contextualized Word RepresentationsKeita Kurita, Nidhi Vyas, Ayush Pareek, et al.2019 · 584 citations
  8. PAWS: Paraphrase Adversaries from Word ScramblingYuan Zhang, Jason Baldridge, Luheng He2019 · 584 citations
  9. What do you learn from context? Probing for sentence structure in contextualized word representationsIan Tenney, Patrick Xia, Berlin Chen, et al.2019 · 582 citations
  10. Learning How to Ask: Querying LMs with Mixtures of Soft PromptsGuanghui Qin, Jason Eisner2021 · 566 citations
  11. Leveraging Pre-trained Checkpoints for Sequence Generation TasksSascha Rothe, Shashi Narayan, Aliaksei Severyn2019 · 562 citations
  12. XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual GeneralizationJunjie Hu, Sebastian Ruder, Aditya Siddhant, et al.2020 · 551 citations
  13. BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment AnalysisHu Xu, Bing Liu, Lei Shu, et al.2019 · 544 citations
  14. Release Strategies and the Social Impacts of Language ModelsIrene Solaiman, Miles Brundage, Jack Clark, et al.2019 · 538 citations
  15. The Natural Language Decathlon: Multitask Learning as Question AnsweringBryan McCann, Nitish Shirish Keskar, Caiming Xiong, et al.2018 · 523 citations
  16. Evaluating Models' Local Decision Boundaries via Contrast SetsMatt Gardner, Yoav Artzi, Victoria Basmov, et al.2020 · 520 citations
  17. How Does NLP Benefit Legal System: A Summary of Legal Artificial IntelligenceHaoxi Zhong, Chaojun Xiao, Cunchao Tu, et al.2020 · 518 citations
  18. Baichuan 2: Open Large-scale Language ModelsAiyuan Yang, Bin Xiao, Bingning Wang, et al.2023 · 512 citations
  19. Learning Gender-Neutral Word EmbeddingsJieyu Zhao, Yichao Zhou, Zeyu Li, et al.2018 · 512 citations
  20. TabFact: A Large-scale Dataset for Table-based Fact VerificationWenhu Chen, Hongmin Wang, Jianshu Chen, et al.2019 · 508 citations
  21. Gender Bias in Contextualized Word EmbeddingsJieyu Zhao, Tianlu Wang, Mark Yatskar, et al.2019 · 503 citations
  22. Sentence Encoders on STILTs: Supplementary Training on Intermediate Labeled-data TasksJason Phang, Thibault Févry, Samuel R. Bowman2018 · 490 citations
  23. Semi-Supervised Sequence Modeling with Cross-View TrainingKevin Clark, Minh-Thang Luong, Christopher D. Manning, et al.2018 · 489 citations
  24. BERT for Coreference Resolution: Baselines and AnalysisMandar Joshi, Omer Levy, Luke Zettlemoyer, et al.2019 · 488 citations
  25. DeeBERT: Dynamic Early Exiting for Accelerating BERT InferenceJi Xin, Raphael Tang, Jaejun Lee, et al.2020 · 480 citations
  26. GLaM: Efficient Scaling of Language Models with Mixture-of-ExpertsNan Du, Yanping Huang, Andrew M. Dai, et al.2021 · 474 citations
  27. Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERTShijie Wu, Mark Dredze2019 · 466 citations
  28. Defending Against Neural Fake NewsRowan Zellers, Ari Holtzman, Hannah Rashkin, et al.2019 · 461 citations
  29. Are All Languages Created Equal in Multilingual BERT?Shijie Wu, Mark Dredze2020 · 458 citations
  30. Exploring Pre-trained Language Models for Event Extraction and GenerationSen Yang, Dawei Feng, Linbo Qiao, et al.2019 · 454 citations
  31. ProphetNet: Predicting Future N-gram for Sequence-to-SequencePre-trainingWeizhen Qi, Yu Yan, Yeyun Gong, et al.2020 · 451 citations
  32. Large language models are few-shot clinical information extractorsMonica Agrawal, Stefan Hegselmann, Hunter Lang, et al.2022 · 448 citations
  33. HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document SummarizationXingxing Zhang, Furu Wei, Ming Zhou2019 · 446 citations
  34. How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language ModelsPhillip Rust, Jonas Pfeiffer, Ivan Vulić, et al.2021 · 444 citations
  35. Ranking Generated Summaries by Correctness: An Interesting but Challenging Application for Natural Language InferenceTobias Falke, Leonardo F. R. Ribeiro, Prasetya Ajie Utama, et al.2019 · 444 citations
  36. The Falcon Series of Open Language ModelsEbtesam Almazrouei, Hamza Alobeidli, Abdulaziz Alshamsi, et al.2023 · 436 citations
  37. oLMpics — On what Language Model Pre-training CapturesAlon Talmor, Yanai Elazar, Yoav Goldberg, et al.2019 · 432 citations
  38. Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot FlyNora Kassner, Hinrich Schütze2020 · 431 citations
  39. Analyzing the Structure of Attention in a Transformer Language ModelJesse Vig, Yonatan Belinkov2019 · 430 citations
  40. Experience Grounds LanguageYonatan Bisk, Ari Holtzman, Jesse Thomason, et al.2020 · 429 citations
  41. ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual LearningViet Dac Lai, Nghia Ngo, Amir Pouran Ben Veyseh, et al.2023 · 418 citations
  42. 75 Languages, 1 Model: Parsing Universal Dependencies UniversallyDan Kondratyuk, Milan Straka2019 · 415 citations
  43. Weight Poisoning Attacks on Pretrained ModelsKeita Kurita, Paul Michel, Graham Neubig2020 · 414 citations
  44. Compressing BERT: Studying the Effects of Weight Pruning on Transfer LearningMitchell Gordon, Kevin Duh, Nicholas Andrews2020 · 400 citations
  45. How to Fine-Tune BERT for Text Classification?Chi Sun, Xipeng Qiu, Yige Xu, et al.2019 · 400 citations
  46. Neural Architectures for Nested NER through LinearizationJana Straková, Milan Straka, Jan Hajic2019 · 400 citations
  47. A Unified Generative Framework for Aspect-based Sentiment AnalysisHang Yan, Junqi Dai, Tuo Ji, et al.2021 · 396 citations
  48. A Unified Generative Framework for Various NER SubtasksHang Yan, Tao Gui, Junqi Dai, et al.2021 · 392 citations
  49. Cross-lingual Transfer Learning for Multilingual Task Oriented DialogSebastian Schuster, Sonal Gupta, Rushin Shah, et al.2019 · 390 citations
  50. German's Next Language ModelBranden Chan, Stefan Schweter, Timo Möller2020 · 385 citations
  51. Pooled Contextualized Embeddings for Named Entity RecognitionAlan Akbik, Tanja Bergmann, Roland Vollgraf2019 · 385 citations
  52. UniLMv2: Pseudo-Masked Language Models for Unified Language Model Pre-TrainingHangbo Bao, Li Dong, Furu Wei, et al.2020 · 380 citations
  53. Open Sesame: Getting inside BERT's Linguistic KnowledgeYongjie Lin, Yi Chern Tan, Robert Frank2019 · 379 citations
  54. ReCoRD: Bridging the Gap between Human and Machine Commonsense Reading ComprehensionSheng Zhang, Xiaodong Liu, Jingjing Liu, et al.2018 · 379 citations
  55. Emerging Cross-lingual Structure in Pretrained Language ModelsAlexis Conneau, Shijie Wu, Haoran Li, et al.2020 · 378 citations
  56. FastBERT: a Self-distilling BERT with Adaptive Inference TimeWeijie Liu, Peng Zhou, Zhiruo Wang, et al.2020 · 374 citations
  57. Green AIRoy Schwartz, Jesse Dodge, Noah A. Smith, et al.2019 · 370 citations
  58. GlossBERT: BERT for Word Sense Disambiguation with Gloss KnowledgeLuyao Huang, Chi Sun, Xipeng Qiu, et al.2019 · 364 citations
  59. Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text ClassificationShengding Hu, Ning Ding, Huadong Wang, et al.2022 · 360 citations
  60. Datasets: A Community Library for Natural Language ProcessingQuentin Lhoest, Albert Villanova del Moral, Yacine Jernite, et al.2021 · 358 citations
  61. BERTje: A Dutch BERT ModelWietse de Vries, Andreas van Cranenburgh, Arianna Bisazza, et al.2019 · 357 citations
  62. Adversarial Removal of Demographic Attributes from Text DataYanai Elazar, Yoav Goldberg2018 · 357 citations
  63. Multilingual Constituency Parsing with Self-Attention and Pre-TrainingNikita Kitaev, Steven Cao, Dan Klein2019 · 356 citations
  64. Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary SentenceChi Sun, Luyao Huang, Xipeng Qiu2019 · 356 citations
  65. Parameter-Efficient Transfer Learning with Diff PruningDemi Guo, Alexander Rush, Yoon Kim2021 · 355 citations
  66. SemEval-2020 Task 1: Unsupervised Lexical Semantic Change DetectionDominik Schlechtweg, Barbara McGillivray, Simon Hengchen, et al.2020 · 351 citations
  67. Do NLP Models Know Numbers? Probing Numeracy in EmbeddingsEric Wallace, Yizhong Wang, Sujian Li, et al.2019 · 348 citations
  68. RobBERT: a Dutch RoBERTa-based Language ModelPieter Delobelle, Thomas Winters, Bettina Berendt2020 · 346 citations
  69. Simple BERT Models for Relation Extraction and Semantic Role LabelingPeng Shi, Jimmy Lin2019 · 340 citations
  70. Information-Theoretic Probing with Minimum Description LengthElena Voita, Ivan Titov2020 · 339 citations
  71. Visualizing and Measuring the Geometry of BERTAndy Coenen, Emily Reif, Ann Yuan, et al.2019 · 338 citations
  72. Large Language Models for Information Retrieval: A SurveyYutao Zhu; Huaying Yuan; Shuting Wang; Jiongnan Liu; Wenhan Liu; Chenlong Deng; Haonan Chen; Zheng Liu; Zhicheng Dou;, Ji-Rong Wen2023 · 335 citations
  73. SemEval-2019 Task 4: Hyperpartisan News DetectionJohannes Kiesel, Maria Mestre, Rishabh Shukla, et al.2019 · 335 citations
  74. UL2: Unifying Language Learning ParadigmsYi Tay, Mostafa Dehghani, Vinh Q. Tran, et al.2022 · 334 citations
  75. Neural Unsupervised Domain Adaptation in NLP–-A SurveyAlan Ramponi, Barbara Plank2020 · 334 citations
  76. DREAM: A Challenge Data Set and Models for Dialogue-Based Reading ComprehensionKai Sun, Dian Yu, Jianshu Chen, et al.2019 · 331 citations
  77. GraphCodeBERT: Pre-training Code Representations with Data FlowDaya Guo, Shuo Ren, Shuai Lu, et al.2021 · 328 citations
  78. RLPrompt: Optimizing Discrete Text Prompts with Reinforcement LearningMingkai Deng, Jianyu Wang, Cheng-Ping Hsieh, et al.2022 · 327 citations
  79. Unsupervised Domain Clusters in Pretrained Language ModelsRoee Aharoni, Yoav Goldberg2020 · 326 citations
  80. CometKiwi: IST-Unbabel 2022 Submission for the Quality Estimation Shared TaskRicardo Rei, Marcos Treviso, Nuno M. Guerreiro, et al.2022 · 325 citations
  81. ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for Language Understanding and GenerationYu Sun, Shuohuan Wang, Shikun Feng, et al.2021 · 324 citations
  82. The Fact Extraction and VERification (FEVER) Shared TaskJames Thorne, Andreas Vlachos, Oana Cocarascu, et al.2018 · 322 citations
  83. Probing Pretrained Language Models for Lexical SemanticsIvan Vulić, Edoardo Maria Ponti, Robert Litschko, et al.2020 · 320 citations
  84. MultiFC: A Real-World Multi-Domain Dataset for Evidence-Based Fact Checking of ClaimsIsabelle Augenstein, Christina Lioma, Dongsheng Wang, et al.2019 · 318 citations
  85. Text and Code Embeddings by Contrastive Pre-TrainingArvind Neelakantan, Tao Xu, Raul Puri, et al.2022 · 316 citations
  86. Explainable Automated Fact-Checking for Public Health ClaimsNeema Kotonya, Francesca Toni2020 · 314 citations
  87. A Transformer-based approach to Irony and Sarcasm detectionRolandos Alexandros Potamias, Georgios Siolas, Andreas - Georgios Stafylopatis2019 · 312 citations
  88. Good-Enough Compositional Data AugmentationJacob Andreas2020 · 305 citations
  89. Abductive Commonsense ReasoningChandra Bhagavatula, Ronan Le Bras, Chaitanya Malaviya, et al.2019 · 301 citations
  90. S2ORC: The Semantic Scholar Open Research CorpusKyle Lo, Lucy Lu Wang, Mark Neumann, et al.2019 · 297 citations
  91. Towards Debiasing Fact Verification ModelsTal Schuster, Darsh Shah, Yun Jie Serene Yeo, et al.2019 · 296 citations
  92. AdapterDrop: On the Efficiency of Adapters in TransformersAndreas Rücklé, Gregor Geigle, Max Glockner, et al.2021 · 294 citations
  93. Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency ParsingTal Schuster, Ori Ram, Regina Barzilay, et al.2019 · 294 citations
  94. Matching the Blanks: Distributional Similarity for Relation LearningLivio Baldini Soares, Nicholas FitzGerald, Jeffrey Ling, et al.2019 · 294 citations
  95. Information-Theoretic Probing for Linguistic StructureTiago Pimentel, Josef Valvoda, Rowan Hall Maudslay, et al.2020 · 293 citations
  96. FlauBERT: Unsupervised Language Model Pre-training for FrenchHang Le, Loïc Vial, Jibril Frej, et al.2019 · 293 citations
  97. Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for LittleKoustuv Sinha, Robin Jia, Dieuwke Hupkes, et al.2021 · 292 citations
  98. SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized OptimizationHaoming Jiang, Pengcheng He, Weizhu Chen, et al.2020 · 291 citations
  99. SemEval-2019 Task 7: RumourEval, Determining Rumour Veracity and Support for RumoursGenevieve Gorrell, Elena Kochkina, Maria Liakata, et al.2019 · 290 citations
  100. GEAR: Graph-based Evidence Aggregating and Reasoning for Fact VerificationJie Zhou, Xu Han, Cheng Yang, et al.2019 · 288 citations

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