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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 3 of 4 · 201–300 · ← the paper

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  1. Structural Scaffolds for Citation Intent Classification in Scientific PublicationsArman Cohan, Waleed Ammar, Madeleine van Zuylen, et al.2019 · 287 citations
  2. Two are Better than One: Joint Entity and Relation Extraction with Table-Sequence EncodersJue Wang, Wei Lu2020 · 286 citations
  3. Socratic Models: Composing Zero-Shot Multimodal Reasoning with LanguageAndy Zeng, Maria Attarian, Brian Ichter, et al.2022 · 285 citations
  4. Fine-grained Fact Verification with Kernel Graph Attention NetworkZhenghao Liu, Chenyan Xiong, Maosong Sun, et al.2020 · 282 citations
  5. Jointly Predicting Predicates and Arguments in Neural Semantic Role LabelingLuheng He, Kenton Lee, Omer Levy, et al.2018 · 282 citations
  6. Multi-Sentence Argument LinkingSeth Ebner, Patrick Xia, Ryan Culkin, et al.2020 · 281 citations
  7. BAM! Born-Again Multi-Task Networks for Natural Language UnderstandingKevin Clark, Minh-Thang Luong, Urvashi Khandelwal, et al.2019 · 279 citations
  8. Text Classification Using Label Names Only: A Language Model Self-Training ApproachYu Meng, Yunyi Zhang, Jiaxin Huang, et al.2020 · 274 citations
  9. Injecting Numerical Reasoning Skills into Language ModelsMor Geva, Ankit Gupta, Jonathan Berant2020 · 268 citations
  10. IndoNLU: Benchmark and Resources for Evaluating Indonesian Natural Language UnderstandingBryan Wilie, Karissa Vincentio, Genta Indra Winata, et al.2020 · 265 citations
  11. Towards Understanding and Mitigating Social Biases in Language ModelsPaul Pu Liang, Chiyu Wu, Louis-Philippe Morency, et al.2021 · 263 citations
  12. Condenser: a Pre-training Architecture for Dense RetrievalLuyu Gao, Jamie Callan2021 · 261 citations
  13. Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual TasksHaoyang Huang, Yaobo Liang, Nan Duan, et al.2019 · 261 citations
  14. SemEval-2020 Task 8: Memotion Analysis- the Visuo-Lingual Metaphor!Chhavi Sharma, Deepesh Bhageria, William Scott, et al.2020 · 260 citations
  15. Towards Debiasing Sentence RepresentationsPaul Pu Liang, Irene Mengze Li, Emily Zheng, et al.2020 · 259 citations
  16. How Can We Accelerate Progress Towards Human-like Linguistic Generalization?Tal Linzen2020 · 257 citations
  17. Multilingual is not enough: BERT for FinnishAntti Virtanen, Jenna Kanerva, Rami Ilo, et al.2019 · 256 citations
  18. An Empirical Survey of Data Augmentation for Limited Data Learning in NLPJiaao Chen, Derek Tam, Colin Raffel, et al.2023 · 253 citations
  19. CorefQA: Coreference Resolution as Query-based Span PredictionWei Wu, Fei Wang, Arianna Yuan, et al.2020 · 253 citations
  20. Measuring and Reducing Gendered Correlations in Pre-trained ModelsKellie Webster, Xuezhi Wang, Ian Tenney, et al.2020 · 252 citations
  21. Survey of Low-Resource Machine TranslationBarry Haddow, Rachel Bawden, Antonio Valerio Miceli Barone, et al.2022 · 251 citations
  22. Generating Datasets with Pretrained Language ModelsTimo Schick, Hinrich Schutze2021 · 250 citations
  23. Event Extraction as Multi-turn Question AnsweringFayuan Li, Weihua Peng, Yuguang Chen, et al.2020 · 250 citations
  24. Interpreting Pretrained Contextualized Representations via Reductions to Static EmbeddingsRishi Bommasani, Kelly Davis, Claire Cardie2020 · 248 citations
  25. CLPsych 2019 Shared Task: Predicting the Degree of Suicide Risk in Reddit PostsAyah Zirikly, Philip Resnik, Özlem Uzuner, et al.2019 · 246 citations
  26. Perturbed Masking: Parameter-free Probing for Analyzing and Interpreting BERTZhiyong Wu, Yun Chen, Ben Kao, et al.2020 · 244 citations
  27. Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence LabelingXiaochuang Han, Jacob Eisenstein2019 · 242 citations
  28. A review of sentiment analysis research in Arabic languageOumaima Oueslati; Erik Cambria; Moez Ben HajHmida;, Habib Ounelli2020 · 241 citations
  29. 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
  30. MTOP: A Comprehensive Multilingual Task-Oriented Semantic Parsing BenchmarkHaoran Li, Abhinav Arora, Shuohui Chen, et al.2021 · 239 citations
  31. Analysing Lexical Semantic Change with Contextualised Word RepresentationsMario Giulianelli, Marco Del Tredici, Raquel Fernández2020 · 239 citations
  32. Classification and Clustering of Arguments with Contextualized Word EmbeddingsNils Reimers, Benjamin Schiller, Tilman Beck, et al.2019 · 239 citations
  33. Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-trainingOshin Agarwal, Heming Ge, Siamak Shakeri, et al.2021 · 238 citations
  34. MultiQA: An Empirical Investigation of Generalization and Transfer in Reading ComprehensionAlon Talmor, Jonathan Berant2019 · 234 citations
  35. CONTaiNER: Few-Shot Named Entity Recognition via Contrastive LearningSarkar Snigdha Sarathi Das, Arzoo Katiyar, Rebecca Passonneau, et al.2022 · 233 citations
  36. Dialog State Tracking: A Neural Reading Comprehension ApproachShuyang Gao, Abhishek Sethi, Sanchit Agarwal, et al.2019 · 233 citations
  37. Breaking Through the 80% Glass Ceiling: Raising the State of the Art in Word Sense Disambiguation by Incorporating Knowledge Graph InformationMichele Bevilacqua, Roberto Navigli2020 · 232 citations
  38. Moving Down the Long Tail of Word Sense Disambiguation with Gloss Informed Bi-encodersTerra Blevins, Luke Zettlemoyer2020 · 232 citations
  39. AlBERTo: Italian BERT Language Understanding Model for NLP Challenging Tasks Based on TweetsMarco Polignano, Pierpaolo Basile, Marco de Gemmis, et al.2019 · 228 citations
  40. Interpretation of Natural Language Rules in Conversational Machine ReadingMarzieh Saeidi, Max Bartolo, Patrick Lewis, et al.2018 · 225 citations
  41. The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling ObjectivesElena Voita, Rico Sennrich, Ivan Titov2019 · 222 citations
  42. Multilingual Translation from Denoising Pre-TrainingYuqing Tang, Chau Tran, Xian Li, et al.2021 · 219 citations
  43. A Monolingual Approach to Contextualized Word Embeddings for Mid-Resource LanguagesPedro Javier Ortiz Suárez, Laurent Romary, Benoît Sagot2020 · 219 citations
  44. What Happens To BERT Embeddings During Fine-tuning?Amil Merchant, Elahe Rahimtoroghi, Ellie Pavlick, et al.2020 · 219 citations
  45. Head-Driven Phrase Structure Grammar Parsing on Penn TreebankJunru Zhou, Hai Zhao2019 · 219 citations
  46. Real-Time Open-Domain Question Answering with Dense-Sparse Phrase IndexMinjoon Seo, Jinhyuk Lee, Tom Kwiatkowski, et al.2019 · 216 citations
  47. Syntactic Data Augmentation Increases Robustness to Inference HeuristicsJunghyun Min, R. Thomas McCoy, Dipanjan Das, et al.2020 · 215 citations
  48. An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language ModelsNicholas Meade, Elinor Poole-Dayan, Siva Reddy2022 · 211 citations
  49. Syntax for Semantic Role Labeling, To Be, Or Not To BeShexia He, Zuchao Li, Hai Zhao, et al.2018 · 211 citations
  50. Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLPTimo Schick, Sahana Udupa, Hinrich Schutze2021 · 207 citations
  51. Entities as Experts: Sparse Memory Access with Entity SupervisionThibault Févry, Livio Baldini Soares, Nicholas FitzGerald, et al.2020 · 205 citations
  52. Improved Lexically Constrained Decoding for Translation and Monolingual RewritingJ. Edward Hu, Huda Khayrallah, Ryan Culkin, et al.2019 · 198 citations
  53. Neural Metaphor Detection in ContextGe Gao, Eunsol Choi, Yejin Choi, et al.2018 · 198 citations
  54. COCO-LM: Correcting and Contrasting Text Sequences for Language Model PretrainingYu Meng, Chenyan Xiong, Payal Bajaj, et al.2021 · 196 citations
  55. Structured Pruning of Large Language ModelsZiheng Wang, Jeremy Wohlwend, Tao Lei2020 · 196 citations
  56. Time-Aware Language Models as Temporal Knowledge BasesBhuwan Dhingra, Jeremy R. Cole, Julian Martin Eisenschlos, et al.2022 · 194 citations
  57. Exploring and Predicting Transferability across NLP TasksTu Vu, Tong Wang, Tsendsuren Munkhdalai, et al.2020 · 192 citations
  58. Merging Models with Fisher-Weighted AveragingMichael Matena, Colin Raffel2021 · 190 citations
  59. When Being Unseen from mBERT is just the Beginning: Handling New Languages With Multilingual Language ModelsBenjamin Muller, Antonios Anastasopoulos, Benoît Sagot, et al.2021 · 189 citations
  60. Language Modelling Makes Sense: Propagating Representations through WordNet for Full-Coverage Word Sense DisambiguationDaniel Loureiro, Alípio Jorge2019 · 189 citations
  61. A Survey on Stance Detection for Mis- and Disinformation IdentificationMomchil Hardalov, Arnav Arora, Preslav Nakov, et al.2022 · 187 citations
  62. Modeling Intra and Inter-modality Incongruity for Multi-Modal Sarcasm DetectionHongliang Pan, Zheng Lin, Peng Fu, et al.2020 · 181 citations
  63. Charformer: Fast Character Transformers via Gradient-based Subword TokenizationYi Tay, Vinh Q. Tran, Sebastian Ruder, et al.2021 · 179 citations
  64. Evaluating Large Language Models: A Comprehensive SurveyZishan Guo, Renren Jin, Chuang Liu, et al.2023 · 177 citations
  65. Massive Choice, Ample Tasks (MaChAmp): A Toolkit for Multi-task Learning in NLPRob van der Goot, Ahmet Üstün, Alan Ramponi, et al.2021 · 177 citations
  66. Pre-training Multilingual Neural Machine Translation by Leveraging Alignment InformationZehui Lin, Xiao Pan, Mingxuan Wang, et al.2020 · 177 citations
  67. Multilingual LAMA: Investigating Knowledge in Multilingual Pretrained Language ModelsNora Kassner, Philipp Dufter, Hinrich Schütze2021 · 175 citations
  68. Neural Syntactic Preordering for Controlled Paraphrase GenerationTanya Goyal, Greg Durrett2020 · 167 citations
  69. On Generative Spoken Language Modeling from Raw AudioKushal Lakhotia, Eugene Kharitonov, Wei-Ning Hsu, et al.2021 · 165 citations
  70. Sustainable Modular Debiasing of Language ModelsAnne Lauscher, Tobias Lueken, Goran Glavaš2021 · 165 citations
  71. Revisiting Joint Modeling of Cross-document Entity and Event Coreference ResolutionShany Barhom, Vered Shwartz, Alon Eirew, et al.2019 · 164 citations
  72. Probing What Different NLP Tasks Teach Machines about Function Word ComprehensionNajoung Kim, Roma Patel, Adam Poliak, et al.2019 · 161 citations
  73. Canine: Pre-training an Efficient Tokenization-Free Encoder for Language RepresentationJonathan H. Clark, Dan Garrette, Iulia Turc, et al.2022 · 156 citations
  74. Towards a Cleaner Document-Oriented Multilingual Crawled CorpusJulien Abadji, Pedro Ortiz Suarez, Laurent Romary, et al.2022 · 154 citations
  75. Efficient Second-Order TreeCRF for Neural Dependency ParsingYu Zhang, Zhenghua Li, Min Zhang2020 · 145 citations
  76. Is GPT-3 a Good Data Annotator?Bosheng Ding, Chengwei Qin, Linlin Liu, et al.2022 · 144 citations
  77. Revealing the Myth of Higher-Order Inference in Coreference ResolutionLiyan Xu, Jinho D. Choi2020 · 144 citations
  78. UNQOVERing Stereotyping Biases via Underspecified QuestionsTao Li, Daniel Khashabi, Tushar Khot, et al.2020 · 144 citations
  79. Deep contextualized word representations for detecting sarcasm and ironySuzana Ilić, Edison Marrese-Taylor, Jorge Balazs, et al.2018 · 141 citations
  80. How does GPT-2 compute greater-than?: Interpreting mathematical abilities in a pre-trained language modelMichael Hanna, Ollie Liu, Alexandre Variengien2023 · 140 citations
  81. Extending a Parser to Distant Domains Using a Few Dozen Partially Annotated ExamplesVidur Joshi, Matthew Peters, Mark Hopkins2018 · 139 citations
  82. Scaling up CometKiwi: Unbabel-IST 2023 Submission for the Quality Estimation Shared TaskRicardo Rei, Nuno M. Guerreiro, José Pombal, et al.2023 · 135 citations
  83. Affective and Contextual Embedding for Sarcasm DetectionNastaran Babanejad, Heidar Davoudi, Aijun An, et al.2020 · 135 citations
  84. DisSent: Learning Sentence Representations from Explicit Discourse RelationsAllen Nie, Erin Bennett, Noah Goodman2019 · 134 citations
  85. Recent Advances in Natural Language Inference: A Survey of Benchmarks, Resources, and ApproachesShane Storks, Qiaozi Gao, Joyce Y. Chai2019 · 134 citations
  86. Next Sentence Prediction helps Implicit Discourse Relation Classification within and across DomainsWei Shi, Vera Demberg2019 · 133 citations
  87. Extracting Latent Steering Vectors from Pretrained Language ModelsNishant Subramani, Nivedita Suresh, Matthew Peters2022 · 131 citations
  88. Deep Enhanced Representation for Implicit Discourse Relation RecognitionHongxiao Bai, Hai Zhao2018 · 131 citations
  89. Learning Compact Metrics for MTAmy Pu, Hyung Won Chung, Ankur Parikh, et al.2021 · 130 citations
  90. Still a Pain in the Neck: Evaluating Text Representations on Lexical CompositionVered Shwartz, Ido Dagan2019 · 129 citations
  91. Interpretable Neural Predictions with Differentiable Binary VariablesJasmijn Bastings, Wilker Aziz, Ivan Titov2019 · 126 citations
  92. Generative Judge for Evaluating AlignmentJunlong Li, Shichao Sun, Weizhe Yuan, et al.2023 · 121 citations
  93. Knowledge Enhanced Masked Language Model for Stance DetectionKornraphop Kawintiranon, Lisa Singh2021 · 119 citations
  94. MLSUM: The Multilingual Summarization CorpusThomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, et al.2020 · 114 citations
  95. ALLaM: Large Language Models for Arabic and EnglishM Saiful Bari, Yazeed Alnumay, Norah A. Alzahrani, et al.2024 · 113 citations
  96. LinCE: A Centralized Benchmark for Linguistic Code-switching EvaluationGustavo Aguilar, Sudipta Kar, Thamar Solorio2020 · 96 citations
  97. A Unified Linear-Time Framework for Sentence-Level Discourse ParsingXiang Lin, Shafiq Joty, Prathyusha Jwalapuram, et al.2019 · 94 citations
  98. A Report on the 2020 Sarcasm Detection Shared TaskDebanjan Ghosh, Avijit Vajpayee, Smaranda Muresan2020 · 92 citations
  99. Skywork: A More Open Bilingual Foundation ModelTianwen Wei, Liang Zhao, Lichang Zhang, et al.2023 · 91 citations
  100. Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLPSabrina J. Mielke, Zaid Alyafeai, Elizabeth Salesky, et al.2021 · 89 citations

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