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Who cites «Dropout: A Simple Way to Prevent Neural Networks from Overfitting»

2,041 papers of our library cite it (of the 149,439 whose bibliographies we read) · 242 with a page here, the most cited first · page 2 of 3 · 101–200 · ← back to «Dropout: A Simple Way to Prevent Neural Networks from Overfitting»

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  1. Learning Neural Templates for Text GenerationConference on Empirical Methods in Natural Language Processing (EMNLP)Sam Wiseman, Stuart Shieber, Alexander Rush2018 · 287 citations
  2. Reinforced Mnemonic Reader for Machine Reading ComprehensionInternational Joint Conference on Artificial IntelligenceMinghao Hu, Yuxing Peng, Zhen Huang, et al.2017 · 273 citations
  3. Efficient Dialogue State Tracking by Selectively Overwriting MemoryAnnual Meeting of the Association for Computational Linguistics (ACL)Sungdong Kim, Sohee Yang, Gyuwan Kim, et al.2020 · 270 citations
  4. Retrieve, Rerank and Rewrite: Soft Template Based Neural SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Ziqiang Cao, Wenjie Li, Sujian Li, et al.2018 · 270 citations
  5. Knowledgeable Reader: Enhancing Cloze-Style Reading Comprehension with External Commonsense KnowledgeAnnual Meeting of the Association for Computational Linguistics (ACL)Todor Mihaylov, Anette Frank2018 · 263 citations
  6. A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence ClassificationInternational Joint Conference on Natural Language Processing (IJCNLP)Ye Zhang, Byron Wallace2017 · 260 citations
  7. Membership Inference Attacks against Machine Learning ModelsarXiv:1610.05820Reza Shokri, Marco Stronati, Congzheng Song, et al.2016 · 259 citations
  8. Answer-focused and Position-aware Neural Question GenerationConference on Empirical Methods in Natural Language Processing (EMNLP)Xingwu Sun, Jing Liu, Yajuan Lyu, et al.2018 · 255 citations
  9. NCRF++: An Open-source Neural Sequence Labeling ToolkitAnnual Meeting of the Association for Computational Linguistics (ACL)Jie Yang, Yue Zhang2018 · 245 citations
  10. EditNTS: An Neural Programmer-Interpreter Model for Sentence Simplification through Explicit EditingAnnual Meeting of the Association for Computational Linguistics (ACL)Yue Dong, Zichao Li, Mehdi Rezagholizadeh, et al.2019 · 244 citations
  11. Classical Structured Prediction Losses for Sequence to Sequence LearningConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Sergey Edunov, Myle Ott, Michael Auli, et al.2018 · 243 citations
  12. A simple but tough-to-beat baseline for the Fake News Challenge stance detection taskarXiv:1707.03264Benjamin Riedel, Isabelle Augenstein, Georgios P. Spithourakis, et al.2017 · 242 citations
  13. Charagram: Embedding Words and Sentences via Character n-gramsConference on Empirical Methods in Natural Language Processing (EMNLP)John Wieting, Mohit Bansal, Kevin Gimpel, et al.2016 · 242 citations
  14. Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology ReportsAnnual Meeting of the Association for Computational Linguistics (ACL)Yuhao Zhang, Derek Merck, Emily Tsai, et al.2020 · 241 citations
  15. BERT-of-Theseus: Compressing BERT by Progressive Module ReplacingConference on Empirical Methods in Natural Language Processing (EMNLP)Canwen Xu, Wangchunshu Zhou, Tao Ge, et al.2020 · 240 citations
  16. FigureQA: An Annotated Figure Dataset for Visual ReasoningarXiv:1710.07300Samira Ebrahimi Kahou, Vincent Michalski, Adam Atkinson, et al.2017 · 240 citations
  17. Politeness Transfer: A Tag and Generate ApproachAnnual Meeting of the Association for Computational Linguistics (ACL)Aman Madaan, Amrith Setlur, Tanmay Parekh, et al.2020 · 235 citations
  18. Cross-topic Argument Mining from Heterogeneous SourcesConference on Empirical Methods in Natural Language Processing (EMNLP)Christian Stab, Tristan Miller, Benjamin Schiller, et al.2018 · 229 citations
  19. Strong Baselines for Neural Semi-Supervised Learning under Domain ShiftAnnual Meeting of the Association for Computational Linguistics (ACL)Sebastian Ruder, Barbara Plank2018 · 229 citations
  20. Progress measures for grokking via mechanistic interpretabilityarXiv:2301.05217Neel Nanda, Lawrence Chan, Tom Lieberum, et al.2023 · 228 citations
  21. MITRE at SemEval-2016 Task 6: Transfer Learning for Stance DetectionInternational Workshop on Semantic Evaluation (SemEval)Guido Zarrella, Amy Marsh2016 · 223 citations
  22. Unsupervised Deep Embedding for Clustering AnalysisInternational Conference on Machine Learning (ICML)Junyuan Xie, Ross Girshick, Ali Farhadi2016 · 222 citations
  23. Few-Shot Charge Prediction with Discriminative Legal AttributesInternational Conference on Computational Linguistics (COLING)Zikun Hu, Xiang Li, Cunchao Tu, et al.2018 · 221 citations
  24. Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free LuncharXiv:2311.03099Le Yu, Bowen Yu, Haiyang Yu, et al.2023 · 217 citations
  25. Probing the Need for Visual Context in Multimodal Machine TranslationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ozan Caglayan, Pranava Madhyastha, Lucia Specia, et al.2019 · 217 citations
  26. An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Nicholas Meade, Elinor Poole-Dayan, Siva Reddy2022 · 211 citations
  27. On the Origin of Hallucinations in Conversational Models: Is it the Datasets or the Models?Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)Nouha Dziri, Sivan Milton, Mo Yu, et al.2022 · 208 citations
  28. IndicTrans2: Towards High-Quality and Accessible Machine Translation Models for all 22 Scheduled Indian LanguagesarXiv:2305.16307Jay Gala, Pranjal A. Chitale, Raghavan AK, et al.2023 · 200 citations
  29. A Convolutional Attention Network for Extreme Summarization of Source CodearXiv:1602.03001Miltiadis Allamanis, Hao Peng, Charles Sutton2016 · 198 citations
  30. Design Challenges and Misconceptions in Neural Sequence LabelingInternational Conference on Computational Linguistics (COLING)Jie Yang, Shuailong Liang, Yue Zhang2018 · 197 citations
  31. Efficient and Robust Question Answering from Minimal Context over DocumentsAnnual Meeting of the Association for Computational Linguistics (ACL)Sewon Min, Victor Zhong, Richard Socher, et al.2018 · 197 citations
  32. AudioCaps: Generating Captions for Audios in The WildConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Chris Dongjoo Kim, Byeongchang Kim, Hyunmin Lee, et al.2019 · 187 citations
  33. Rethinking Cooperative Rationalization: Introspective Extraction and Complement ControlConference on Empirical Methods in Natural Language Processing (EMNLP)Mo Yu, Shiyu Chang, Yang Zhang, et al.2019 · 179 citations
  34. Integrating Transformer and Paraphrase Rules for Sentence SimplificationConference on Empirical Methods in Natural Language Processing (EMNLP)Sanqiang Zhao, Rui Meng, Daqing He, et al.2018 · 178 citations
  35. Grokking: Generalization Beyond Overfitting on Small Algorithmic DatasetsarXiv:2201.02177Alethea Power, Yuri Burda, Harri Edwards, et al.2022 · 177 citations
  36. Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak SupervisionarXiv:2312.09390Collin Burns, Pavel Izmailov, Jan Hendrik Kirchner, et al.2023 · 172 citations
  37. AMR Parsing via Graph-Sequence Iterative InferenceAnnual Meeting of the Association for Computational Linguistics (ACL)Deng Cai, Wai Lam2020 · 168 citations
  38. Neural Language Correction with Character-Based AttentionarXiv:1603.09727Ziang Xie, Anand Avati, Naveen Arivazhagan, et al.2016 · 164 citations
  39. Multi-Source Cross-Lingual Model Transfer: Learning What to ShareAnnual Meeting of the Association for Computational Linguistics (ACL)Xilun Chen, Ahmed Hassan Awadallah, Hany Hassan, et al.2019 · 162 citations
  40. On Evaluation of Adversarial Perturbations for Sequence-to-Sequence ModelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Paul Michel, Xian Li, Graham Neubig, et al.2019 · 162 citations
  41. Extreme Adaptation for Personalized Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Paul Michel, Graham Neubig2018 · 161 citations
  42. Frame-Semantic Parsing with Softmax-Margin Segmental RNNs and a Syntactic ScaffoldarXiv:1706.09528Swabha Swayamdipta, Sam Thomson, Chris Dyer, et al.2017 · 160 citations
  43. Chameleon: Mixed-Modal Early-Fusion Foundation ModelsarXiv:2405.09818Chameleon Team2024 · 159 citations
  44. RYANSQL: Recursively Applying Sketch-based Slot Fillings for Complex Text-to-SQL in Cross-Domain DatabasesComputational LinguisticsDongHyun Choi, Myeong Cheol Shin, EungGyun Kim, et al.2021 · 157 citations
  45. LayerSkip: Enabling Early Exit Inference and Self-Speculative DecodingAnnual Meeting of the Association for Computational Linguistics (ACL)Mostafa Elhoushi, Akshat Shrivastava, Diana Liskovich, et al.2024 · 156 citations
  46. pkudblab at SemEval-2016 Task 6 : A Specific Convolutional Neural Network System for Effective Stance DetectionInternational Workshop on Semantic Evaluation (SemEval)Wan Wei, Xiao Zhang, Xuqin Liu, et al.2016 · 155 citations
  47. Multilingual Autoregressive Entity LinkingTransactions of the Association for Computational Linguistics (TACL)Nicola De Cao, Ledell Wu, Kashyap Popat, et al.2022 · 153 citations
  48. Neural Path Hunter: Reducing Hallucination in Dialogue Systems via Path GroundingConference on Empirical Methods in Natural Language Processing (EMNLP)Nouha Dziri, Andrea Madotto, Osmar Zaïane, et al.2021 · 152 citations
  49. HyperTree Proof Search for Neural Theorem ProvingConference on Neural Information Processing Systems (NeurIPS)Guillaume Lample, Marie-Anne Lachaux, Thibaut Lavril, et al.2022 · 151 citations
  50. Regularization techniques for fine-tuning in neural machine translationConference on Empirical Methods in Natural Language Processing (EMNLP)Antonio Valerio Miceli Barone, Barry Haddow, Ulrich Germann, et al.2017 · 151 citations
  51. Do latent tree learning models identify meaningful structure in sentences?Transactions of the Association for Computational Linguistics (TACL)Adina Williams, Andrew Drozdov, Samuel R. Bowman2018 · 149 citations
  52. Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence EncodersConference on Empirical Methods in Natural Language Processing (EMNLP)Fangyu Liu, Ivan Vulić, Anna Korhonen, et al.2021 · 147 citations
  53. SGM: Sequence Generation Model for Multi-label ClassificationInternational Conference on Computational Linguistics (COLING)Pengcheng Yang, Xu Sun, Wei Li, et al.2018 · 146 citations
  54. Dynamic Entity Representations in Neural Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Yangfeng Ji, Chenhao Tan, Sebastian Martschat, et al.2017 · 144 citations
  55. Exploring Length Generalization in Large Language ModelsarXiv:2207.04901Cem Anil, Yuhuai Wu, Anders Andreassen, et al.2022 · 139 citations
  56. Question Answering by Reasoning Across Documents with Graph Convolutional NetworksConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Nicola De Cao, Wilker Aziz, Ivan Titov2019 · 138 citations
  57. A Simple and Effective Unified Encoder for Document-Level Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Shuming Ma, Dongdong Zhang, Ming Zhou2020 · 136 citations
  58. Constrained Decoding for Neural NLG from Compositional Representations in Task-Oriented DialogueAnnual Meeting of the Association for Computational Linguistics (ACL)Anusha Balakrishnan, Jinfeng Rao, Kartikeya Upasani, et al.2019 · 133 citations
  59. Knowledge Guided Text Retrieval and Reading for Open Domain Question AnsweringarXiv:1911.03868Sewon Min, Danqi Chen, Luke Zettlemoyer, et al.2019 · 133 citations
  60. Dialogue Act Recognition via CRF-Attentive Structured NetworkarXiv:1711.05568Zheqian Chen, Rongqin Yang, Zhou Zhao, et al.2017 · 133 citations
  61. Annotation, Modelling and Analysis of Fine-Grained Emotions on a Stance and Sentiment Detection CorpusWorkshop on Computational Approaches to Subjectivity, Sentiment and Social Media AnalysisHendrik Schuff, Jeremy Barnes, Julian Mohme, et al.2017 · 129 citations
  62. Arabic aspect based sentiment analysis using bidirectional GRU based modelsJournal of King Saud University - Computer and Information SciencesMohammed M.Abdelgwad, Taysir Hassan A Soliman, Ahmed I.Taloba, et al.2021 · 127 citations
  63. Chain of Hindsight Aligns Language Models with FeedbackarXiv:2302.02676Hao Liu, Carmelo Sferrazza, Pieter Abbeel2023 · 126 citations
  64. Collaborative Dialogue in MinecraftAnnual Meeting of the Association for Computational Linguistics (ACL)Anjali Narayan-Chen, Prashant Jayannavar, Julia Hockenmaier2019 · 121 citations
  65. Importance of Search and Evaluation Strategies in Neural Dialogue ModelingInternational Natural Language Generation Conference (INLG)Ilia Kulikov, Alexander Miller, Kyunghyun Cho, et al.2019 · 121 citations
  66. A Latent Variable Recurrent Neural Network for Discourse-Driven Language ModelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Yangfeng Ji, Gholamreza Haffari, Jacob Eisenstein2016 · 121 citations
  67. Sarcasm Analysis Using Conversation ContextComputational LinguisticsDebanjan Ghosh, Alexander R. Fabbri, Smaranda Muresan2018 · 119 citations
  68. Simple and Effective Text Simplification Using Semantic and Neural MethodsElior Sulem, Omri Abend, Ari Rappoport2018 · 113 citations
  69. Linear Transformers Are Secretly Fast Weight ProgrammersarXiv:2102.11174Imanol Schlag, Kazuki Irie, Jurgen Schmidhuber2021 · 111 citations
  70. Mechanistic Interpretability for AI Safety — A ReviewarXiv:2404.14082Leonard Bereska, Efstratios Gavves2024 · 108 citations
  71. Simulating Action Dynamics with Neural Process NetworksarXiv:1711.05313Antoine Bosselut, Omer Levy, Ari Holtzman, et al.2017 · 102 citations
  72. Evaluating Attribution in Dialogue Systems: The BEGIN BenchmarkTransactions of the Association for Computational Linguistics (TACL)Nouha Dziri, Hannah Rashkin, Tal Linzen, et al.2022 · 100 citations
  73. Cross-lingual Character-Level Neural Morphological TaggingConference on Empirical Methods in Natural Language Processing (EMNLP)Ryan Cotterell, Georg Heigold2017 · 98 citations
  74. The IBM 2015 English Conversational Telephone Speech Recognition SystemInterspeechGeorge Saon, Hong-Kwang J. Kuo, Steven Rennie, et al.2015 · 97 citations
  75. Pre-training on high-resource speech recognition improves low-resource speech-to-text translationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Sameer Bansal, Herman Kamper, Karen Livescu, et al.2019 · 91 citations
  76. Survey of Vulnerabilities in Large Language Models Revealed by Adversarial AttacksarXiv:2310.10844Erfan Shayegani, Md Abdullah Al Mamun, Yu Fu, et al.2023 · 83 citations
  77. NTUA-SLP at SemEval-2018 Task 3: Tracking Ironic Tweets using Ensembles of Word and Character Level Attentive RNNsInternational Workshop on Semantic Evaluation (SemEval)Christos Baziotis, Athanasiou Nikolaos, Pinelopi Papalampidi, et al.2018 · 74 citations
  78. code2seq: Generating Sequences from Structured Representations of CodearXiv:1808.01400Uri Alon, Shaked Brody, Omer Levy, et al.2018 · 72 citations
  79. Towards Robustifying NLI Models Against Lexical Dataset BiasesAnnual Meeting of the Association for Computational Linguistics (ACL)Xiang Zhou, Mohit Bansal2020 · 70 citations
  80. A Novel Hierarchical BERT Architecture for Sarcasm DetectionWorkshop on Figurative Language ProcessingHimani Srivastava, Vaibhav Varshney, Surabhi Kumari, et al.2020 · 62 citations
  81. Harnessing the linguistic signal to predict scalar inferencesSebastian Schuster, Yuxing Chen, Judith Degen2020 · 54 citations
  82. Representing Social Media Users for Sarcasm DetectionConference on Empirical Methods in Natural Language Processing (EMNLP)Y. Alex Kolchinski, Christopher Potts2018 · 54 citations
  83. Character Level Convolutional Neural Network for Arabic Dialect IdentificationInternational Conference on Computational Linguistics (COLING)Mohamed Ali2018 · 52 citations
  84. No Army, No Navy: BERT Semi-Supervised Learning of Arabic DialectsArabic Natural Language Processing Workshop (WANLP)Chiyu Zhang, Muhammad Abdul-Mageed2019 · 51 citations
  85. A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference ResolutionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Tuan Lai, Heng Ji, Trung Bui, et al.2021 · 48 citations
  86. A Hierarchical Neural Model for Learning Sequences of Dialogue ActsConference of the European Chapter of the Association for Computational Linguistics (EACL)Quan Hung Tran, Ingrid Zukerman, Gholamreza Haffari2017 · 44 citations
  87. End-to-end Argument Mining with Cross-corpora Multi-task LearningTransactions of the Association for Computational Linguistics (TACL)Gaku Morio, Hiroaki Ozaki, Terufumi Morishita, et al.2022 · 43 citations
  88. A Mention-Ranking Model for Abstract Anaphora ResolutionAna Marasović, Leo Born, Juri Opitz, et al.2017 · 43 citations
  89. Unveiling Linguistic Regions in Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Zhihao Zhang, Jun Zhao, Qi Zhang, et al.2024 · 39 citations
  90. A Simple Joint Model for Improved Contextual Neural LemmatizationChaitanya Malaviya, Shijie Wu, Ryan Cotterell2019 · 39 citations
  91. Discourse Relation Prediction: Revisiting Word Pairs with Convolutional NetworksAnnual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL)Siddharth Varia, Christopher Hidey, Tuhin Chakrabarty2019 · 39 citations
  92. A Generative Attentional Neural Network Model for Dialogue Act ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL)Quan Hung Tran, Gholamreza Haffari, Ingrid Zukerman2017 · 38 citations
  93. Distributed NLI: Learning to Predict Human Opinion Distributions for Language ReasoningFindings of the Association for Computational LinguisticsXiang Zhou, Yixin Nie, Mohit Bansal2022 · 36 citations
  94. Interactively-Propagative Attention Learning for Implicit Discourse Relation RecognitionInternational Conference on Computational Linguistics (COLING)Huibin Ruan, Yu Hong, Yang Xu, et al.2020 · 35 citations
  95. ERNIE-Code: Beyond English-Centric Cross-lingual Pretraining for Programming LanguagesarXiv:2212.06742Yekun Chai, Shuohuan Wang, Chao Pang, et al.2022 · 32 citations
  96. Neural Sarcasm Detection using Conversation ContextWorkshop on Figurative Language ProcessingNikhil Jaiswal2020 · 32 citations
  97. ELiRF-UPV at SemEval-2018 Tasks 1 and 3: Affect and Irony Detection in TweetsInternational Workshop on Semantic Evaluation (SemEval)José-Ángel González, Lluís-F. Hurtado, Ferran Pla2018 · 29 citations
  98. Factorising AMR generation through syntaxKris Cao, Stephen Clark2019 · 28 citations
  99. Predicting In-Game Actions from Interviews of NBA PlayersComputational LinguisticsNadav Oved, Amir Feder, Roi Reichart2020 · 24 citations
  100. Finding Convincing Arguments Using Scalable Bayesian Preference LearningTransactions of the Association for Computational Linguistics (TACL)Edwin Simpson, Iryna Gurevych2018 · 24 citations

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