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Who cites «Enriching Word Vectors with Subword Information»

2,218 papers of our library cite it (of the 140,884 whose bibliographies we read) · 157 with a page here, the most cited first · page 1 of 2 · 1–100 · ← the paper

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  1. Deep Contextualized Word RepresentationsMatthew E. Peters, Mark Neumann, Mohit Iyyer, et al.2018 · 3,240 citations
  2. Stanza: A Python Natural Language Processing Toolkit for Many Human LanguagesPeng Qi, Yuhao Zhang, Yuhui Zhang, et al.2020 · 2,347 citations
  3. Pre-trained Models for Natural Language Processing: A SurveyXipeng Qiu, Tianxiang Sun, Yige Xu, et al.2020 · 1,740 citations
  4. Justifying Recommendations using Distantly-Labeled Reviews and Fine-Grained AspectsJianmo Ni, Jiacheng Li, Julian McAuley2019 · 1,421 citations
  5. AraBERT: Transformer-based Model for Arabic Language UnderstandingWissam Antoun, Fady Baly, Hazem Hajj2020 · 1,297 citations
  6. COMET: Commonsense Transformers for Automatic Knowledge Graph ConstructionAntoine Bosselut, Hannah Rashkin, Maarten Sap, et al.2019 · 1,282 citations
  7. RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language ModelsSamuel Gehman, Suchin Gururangan, Maarten Sap, et al.2020 · 1,277 citations
  8. Publicly Available Clinical BERT EmbeddingsEmily Alsentzer, John R. Murphy, Willie Boag, et al.2019 · 1,209 citations
  9. Predicting the Type and Target of Offensive Posts in Social MediaMarcos Zampieri, Shervin Malmasi, Preslav Nakov, et al.2019 · 1,113 citations
  10. SemEval-2019 Task 6: Identifying and Categorizing Offensive Language in Social Media (OffensEval)Marcos Zampieri, Shervin Malmasi, Preslav Nakov, et al.2019 · 1,109 citations
  11. TweetEval: Unified Benchmark and Comparative Evaluation for Tweet ClassificationFrancesco Barbieri, Jose Camacho-Collados, Leonardo Neves, et al.2020 · 952 citations
  12. Patient Knowledge Distillation for BERT Model CompressionSiqi Sun, Yu Cheng, Zhe Gan, et al.2019 · 939 citations
  13. Unsupervised Learning of Sentence Embeddings Using Compositional n-Gram FeaturesMatteo Pagliardini, Prakhar Gupta, Martin Jaggi2018 · 840 citations
  14. DocVQA: A Dataset for VQA on Document ImagesMinesh Mathew, Dimosthenis Karatzas, C.V. Jawahar2020 · 820 citations
  15. ClinicalBERT: Modeling Clinical Notes and Predicting Hospital ReadmissionKexin Huang, Jaan Altosaar, Rajesh Ranganath2019 · 788 citations
  16. IndicNLPSuite: Monolingual Corpora, Evaluation Benchmarks and Pre-trained Multilingual Language Models for Indian LanguagesDivyanshu Kakwani, Anoop Kunchukuttan, Satish Golla, et al.2020 · 730 citations
  17. SPECTER: Document-level Representation Learning using Citation-informed TransformersArman Cohan, Sergey Feldman, Iz Beltagy, et al.2020 · 690 citations
  18. ELI5: Long Form Question AnsweringAngela Fan, Yacine Jernite, Ethan Perez, et al.2019 · 682 citations
  19. A Joint Many-Task Model: Growing a Neural Network for Multiple NLP TasksKazuma Hashimoto, Caiming Xiong, Yoshimasa Tsuruoka, et al.2016 · 666 citations
  20. Unsupervised Machine Translation Using Monolingual Corpora OnlyGuillaume Lample, Alexis Conneau, Ludovic Denoyer, et al.2017 · 650 citations
  21. Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence TaggingNils Reimers, Iryna Gurevych2017 · 648 citations
  22. FLAIR: An Easy-to-Use Framework for State-of-the-Art NLPAlan Akbik, Tanja Bergmann, Duncan Blythe, et al.2019 · 645 citations
  23. Learning Word Vectors for 157 LanguagesEdouard Grave, Piotr Bojanowski, Prakhar Gupta, et al.2018 · 640 citations
  24. Advances in Pre-Training Distributed Word RepresentationsTomas Mikolov, Edouard Grave, Piotr Bojanowski, et al.2017 · 614 citations
  25. Named Entity Recognition as Dependency ParsingJuntao Yu, Bernd Bohnet, Massimo Poesio2020 · 594 citations
  26. What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical ExamsDi Jin, Eileen Pan, Nassim Oufattole, et al.2020 · 540 citations
  27. ICON: Interactive Conversational Memory Network for Multimodal Emotion DetectionDevamanyu Hazarika, Soujanya Poria, Rada Mihalcea, et al.2018 · 523 citations
  28. Double Embeddings and CNN-based Sequence Labeling for Aspect ExtractionHu Xu, Bing Liu, Lei Shu, et al.2018 · 494 citations
  29. Loss in Translation: Learning Bilingual Word Mapping with a Retrieval CriterionArmand Joulin, Piotr Bojanowski, Tomas Mikolov, et al.2018 · 477 citations
  30. When and Why Are Pre-Trained Word Embeddings Useful for Neural Machine Translation?Ye Qi, Devendra Sachan, Matthieu Felix, et al.2018 · 466 citations
  31. Reducing Gender Bias in Abusive Language DetectionJi Ho Park, Jamin Shin, Pascale Fung2018 · 464 citations
  32. Are All Languages Created Equal in Multilingual BERT?Shijie Wu, Mark Dredze2020 · 458 citations
  33. Meta-Learning for Low-Resource Neural Machine TranslationJiatao Gu, Yong Wang, Yun Chen, et al.2018 · 451 citations
  34. CARER: Contextualized Affect Representations for Emotion RecognitionElvis Saravia, Hsien-Chi Toby Liu, Yen-Hao Huang, et al.2018 · 448 citations
  35. HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document SummarizationXingxing Zhang, Furu Wei, Ming Zhou2019 · 446 citations
  36. Neural Architectures for Nested NER through LinearizationJana Straková, Milan Straka, Jan Hajic2019 · 400 citations
  37. A Survey on Recent Approaches for Natural Language Processing in Low-Resource ScenariosMichael A. Hedderich, Lukas Lange, Heike Adel, et al.2021 · 399 citations
  38. On the Limitations of Unsupervised Bilingual Dictionary InductionAnders Søgaard, Sebastian Ruder, Ivan Vulić2018 · 396 citations
  39. Pooled Contextualized Embeddings for Named Entity RecognitionAlan Akbik, Tanja Bergmann, Roland Vollgraf2019 · 385 citations
  40. Emerging Cross-lingual Structure in Pretrained Language ModelsAlexis Conneau, Shijie Wu, Haoran Li, et al.2020 · 378 citations
  41. JW300: A Wide-Coverage Parallel Corpus for Low-Resource LanguagesŽeljko Agić, Ivan Vulić2019 · 373 citations
  42. Persuasion for Good: Towards a Personalized Persuasive Dialogue System for Social GoodXuewei Wang, Weiyan Shi, Richard Kim, et al.2019 · 366 citations
  43. The FLORES Evaluation Datasets for Low-Resource Machine Translation: Nepali–English and Sinhala–EnglishFrancisco Guzmán, Peng-Jen Chen, Myle Ott, et al.2019 · 361 citations
  44. Multilingual Constituency Parsing with Self-Attention and Pre-TrainingNikita Kitaev, Steven Cao, Dan Klein2019 · 356 citations
  45. Universal Neural Machine Translation for Extremely Low Resource LanguagesJiatao Gu, Hany Hassan, Jacob Devlin, et al.2018 · 356 citations
  46. Stanford's Graph-based Neural Dependency Parser at the CoNLL 2017 Shared TaskTimothy Dozat, Peng Qi, Christopher D. Manning2017 · 346 citations
  47. Lessons from Natural Language Inference in the Clinical DomainAlexey Romanov, Chaitanya Shivade2018 · 343 citations
  48. Massively Multilingual Transfer for NERAfshin Rahimi, Yuan Li, Trevor Cohn2019 · 328 citations
  49. Poincaré Embeddings for Learning Hierarchical RepresentationsMaximilian Nickel, Douwe Kiela2017 · 324 citations
  50. Probing Pretrained Language Models for Lexical SemanticsIvan Vulić, Edoardo Maria Ponti, Robert Litschko, et al.2020 · 320 citations
  51. CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal DependenciesDaniel Zeman, Jan Hajič, Martin Popel, et al.2018 · 316 citations
  52. Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency ParsingTal Schuster, Ori Ram, Regina Barzilay, et al.2019 · 294 citations
  53. Information-Theoretic Probing for Linguistic StructureTiago Pimentel, Josef Valvoda, Rowan Hall Maudslay, et al.2020 · 293 citations
  54. Get Your Vitamin C! Robust Fact Verification with Contrastive EvidenceTal Schuster, Adam Fisch, Regina Barzilay2021 · 289 citations
  55. The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language VariantsLucas Bandarkar, Davis Liang, Benjamin Muller, et al.2023 · 259 citations
  56. Towards Debiasing Sentence RepresentationsPaul Pu Liang, Irene Mengze Li, Emily Zheng, et al.2020 · 259 citations
  57. UKP-Athene: Multi-Sentence Textual Entailment for Claim VerificationAndreas Hanselowski, Hao Zhang, Zile Li, et al.2018 · 258 citations
  58. Multilingual is not enough: BERT for FinnishAntti Virtanen, Jenna Kanerva, Rami Ilo, et al.2019 · 256 citations
  59. BPEmb: Tokenization-free Pre-trained Subword Embeddings in 275 LanguagesBenjamin Heinzerling, Michael Strube2018 · 256 citations
  60. The Multilingual Amazon Reviews CorpusPhillip Keung, Yichao Lu, György Szarvas, et al.2020 · 255 citations
  61. Survey of Low-Resource Machine TranslationBarry Haddow, Rachel Bawden, Antonio Valerio Miceli Barone, et al.2022 · 251 citations
  62. Generating Datasets with Pretrained Language ModelsTimo Schick, Hinrich Schutze2021 · 250 citations
  63. Interpreting Pretrained Contextualized Representations via Reductions to Static EmbeddingsRishi Bommasani, Kelly Davis, Claire Cardie2020 · 248 citations
  64. Automatic Detection of Machine Generated Text: A Critical SurveyGanesh Jawahar, Muhammad Abdul-Mageed, Laks Lakshmanan V.S.2020 · 243 citations
  65. A review of sentiment analysis research in Arabic languageOumaima Oueslati; Erik Cambria; Moez Ben HajHmida;, Habib Ounelli2020 · 241 citations
  66. 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
  67. SemEval-2020 Task 9: Overview of Sentiment Analysis of Code-Mixed TweetsParth Patwa, Gustavo Aguilar, Sudipta Kar, et al.2020 · 240 citations
  68. AlBERTo: Italian BERT Language Understanding Model for NLP Challenging Tasks Based on TweetsMarco Polignano, Pierpaolo Basile, Marco de Gemmis, et al.2019 · 228 citations
  69. A Monolingual Approach to Contextualized Word Embeddings for Mid-Resource LanguagesPedro Javier Ortiz Suárez, Laurent Romary, Benoît Sagot2020 · 219 citations
  70. Unsupervised Question Decomposition for Question AnsweringEthan Perez, Patrick Lewis, Wen-tau Yih, et al.2020 · 218 citations
  71. ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting TransformationsFernando Alva-Manchego, Louis Martin, Antoine Bordes, et al.2020 · 215 citations
  72. Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLPTimo Schick, Sahana Udupa, Hinrich Schutze2021 · 207 citations
  73. Language Modelling Makes Sense: Propagating Representations through WordNet for Full-Coverage Word Sense DisambiguationDaniel Loureiro, Alípio Jorge2019 · 189 citations
  74. Modeling Empathy and Distress in Reaction to News StoriesSven Buechel, Anneke Buffone, Barry Slaff, et al.2018 · 181 citations
  75. Eliciting Latent Predictions from Transformers with the Tuned LensNora Belrose, Igor Ostrovsky, Lev McKinney, et al.2023 · 179 citations
  76. AudioCaps: Generating Captions for Audios in The WildChris Dongjoo Kim, Byeongchang Kim, Hyunmin Lee, et al.2019 · 176 citations
  77. SemEval-2021 Task 5: Toxic Spans DetectionJohn Pavlopoulos, Jeffrey Sorensen, Léo Laugier, et al.2021 · 172 citations
  78. Trankit: A Light-Weight Transformer-based Toolkit for Multilingual Natural Language ProcessingMinh Van Nguyen, Viet Dac Lai, Amir Pouran Ben Veyseh, et al.2021 · 169 citations
  79. Arabic Offensive Language on Twitter: Analysis and ExperimentsHamdy Mubarak, Ammar Rashed, Kareem Darwish, et al.2021 · 165 citations
  80. 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
  81. Tuning Multilingual Transformers for Language-Specific Named Entity RecognitionMikhail Arkhipov, Maria Trofimova, Yuri Kuratov, et al.2019 · 163 citations
  82. QuALITY: Question Answering with Long Input Texts, Yes!Richard Yuanzhe Pang, Alicia Parrish, Nitish Joshi, et al.2022 · 161 citations
  83. A Sentiment Analysis Dataset for Code-Mixed Malayalam-EnglishBharathi Raja Chakravarthi, Navya Jose, Shardul Suryawanshi, et al.2020 · 158 citations
  84. Canine: Pre-training an Efficient Tokenization-Free Encoder for Language RepresentationJonathan H. Clark, Dan Garrette, Iulia Turc, et al.2022 · 156 citations
  85. Toxic, Hateful, Offensive or Abusive? What Are We Really Classifying? An Empirical Analysis of Hate Speech DatasetsPaula Fortuna, Juan Soler, Leo Wanner2020 · 156 citations
  86. Towards a Cleaner Document-Oriented Multilingual Crawled CorpusJulien Abadji, Pedro Ortiz Suarez, Laurent Romary, et al.2022 · 154 citations
  87. Recent Advances in Natural Language Inference: A Survey of Benchmarks, Resources, and ApproachesShane Storks, Qiaozi Gao, Joyce Y. Chai2019 · 134 citations
  88. Arabic aspect based sentiment analysis using bidirectional GRU based modelsMohammed M.Abdelgwad, Taysir Hassan A Soliman, Ahmed I.Taloba, et al.2021 · 127 citations
  89. Knowledge Enhanced Masked Language Model for Stance DetectionKornraphop Kawintiranon, Lisa Singh2021 · 119 citations
  90. Intrinsic Bias Metrics Do Not Correlate with Application BiasSeraphina Goldfarb-Tarrant, Rebecca Marchant, Ricardo Muñoz Sánchez, et al.2021 · 116 citations
  91. Multi-Task Stance Detection with Sentiment and Stance LexiconsYingjie Li, Cornelia Caragea2019 · 113 citations
  92. LEDGAR: A Large-Scale Multi-label Corpus for Text Classification of Legal Provisions in ContractsDon Tuggener, Pius von Däniken, Thomas Peetz, et al.2020 · 107 citations
  93. Superbizarre Is Not Superb: Derivational Morphology Improves BERT's Interpretation of Complex WordsValentin, Hofmann2021 · 101 citations
  94. WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language modelsBenjamin Minixhofer, Fabian Paischer, Navid Rekabsaz2022 · 90 citations
  95. 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
  96. CASCADE: Contextual Sarcasm Detection in Online Discussion ForumsDevamanyu Hazarika, Soujanya Poria, Sruthi Gorantla, et al.2018 · 89 citations
  97. A Simple and Accurate Syntax-Agnostic Neural Model for Dependency-based Semantic Role LabelingDiego Marcheggiani, Anton Frolov, Ivan Titov2017 · 86 citations
  98. Wojood: Nested Arabic Named Entity Corpus and Recognition using BERTMustafa Jarrar, Mohammed Khalilia, Sana Ghanem2022 · 73 citations
  99. MorphyNet: a Large Multilingual Database of Derivational and Inflectional MorphologyKhuyagbaatar Batsuren, Gabor Bella, Fausto Giunchiglia2021 · 56 citations
  100. Target-Aware Data Augmentation for Stance DetectionYingjie Li, Cornelia Caragea2021 · 56 citations

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