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Who cites Jimmy Lei Ba

15,364 citations of their works from 14,084 papers of our library (of the 149,439 whose bibliographies we read) · 1,475 with a page here, the most cited first · page 5 of 15 · 401–500 · ← Jimmy Lei Ba

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  1. Byte Pair Encoding is Suboptimal for Language Model PretrainingFindings of the Association for Computational LinguisticsKaj Bostrom, Greg Durrett2020 · 310 citations
  2. ZeRO-Offload: Democratizing Billion-Scale Model TrainingarXiv:2101.06840Jie Ren, Samyam Rajbhandari, Reza Yazdani Aminabadi, et al.2021 · 309 citations
  3. Learning to Mine Aligned Code and Natural Language Pairs from Stack OverflowarXiv:1805.08949Pengcheng Yin, Bowen Deng, Edgar Chen, et al.2018 · 308 citations
  4. Muppet: Massive Multi-task Representations with Pre-FinetuningConference on Empirical Methods in Natural Language Processing (EMNLP)Armen Aghajanyan, Anchit Gupta, Akshat Shrivastava, et al.2021 · 307 citations
  5. SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized OptimizationAnnual Meeting of the Association for Computational Linguistics (ACL)Haoming Jiang, Pengcheng He, Weizhu Chen, et al.2020 · 304 citations
  6. Globally Coherent Text Generation with Neural Checklist ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Chloé Kiddon, Luke Zettlemoyer, Yejin Choi2016 · 304 citations
  7. UDPipe 2.0 Prototype at CoNLL 2018 UD Shared TaskMilan Straka2018 · 303 citations
  8. Which argument is more convincing? Analyzing and predicting convincingness of Web arguments using bidirectional LSTMAnnual Meeting of the Association for Computational Linguistics (ACL)Ivan Habernal, Iryna Gurevych2016 · 303 citations
  9. A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot FillingAnnual Meeting of the Association for Computational Linguistics (ACL)Haihong E, Peiqing Niu, Zhongfu Chen, et al.2019 · 302 citations
  10. Incorporating Discrete Translation Lexicons into Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Philip Arthur, Graham Neubig, Satoshi Nakamura2016 · 302 citations
  11. InternLM2 Technical ReportarXiv:2403.17297Zheng Cai, Maosong Cao, Haojiong Chen, et al.2024 · 301 citations
  12. Challenges and Applications of Large Language ModelsarXiv:2307.10169Jean Kaddour, Joshua Harris, Maximilian Mozes, et al.2023 · 301 citations
  13. DialogSum: A Real-Life Scenario Dialogue Summarization DatasetFindings of the Association for Computational LinguisticsYulong Chen, Yang Liu, Liang Chen, et al.2021 · 301 citations
  14. MoEL: Mixture of Empathetic ListenersConference on Empirical Methods in Natural Language Processing (EMNLP)Zhaojiang Lin, Andrea Madotto, Jamin Shin, et al.2019 · 301 citations
  15. Inter-sentence Relation Extraction with Document-level Graph Convolutional Neural NetworkAnnual Meeting of the Association for Computational Linguistics (ACL)Sunil Kumar Sahu, Fenia Christopoulou, Makoto Miwa, et al.2019 · 300 citations
  16. Deep Exhaustive Model for Nested Named Entity RecognitionConference on Empirical Methods in Natural Language Processing (EMNLP)Mohammad Golam Sohrab, Makoto Miwa2018 · 300 citations
  17. Paraphrase Generation with Deep Reinforcement LearningConference on Empirical Methods in Natural Language Processing (EMNLP)Zichao Li, Xin Jiang, Lifeng Shang, et al.2018 · 300 citations
  18. On-Policy Distillation of Language Models: Learning from Self-Generated MistakesarXiv:2306.13649Rishabh Agarwal, Nino Vieillard, Yongchao Zhou, et al.2023 · 299 citations
  19. FlauBERT: Unsupervised Language Model Pre-training for FrencharXiv:1912.05372Hang Le, Loïc Vial, Jibril Frej, et al.2019 · 299 citations
  20. Entity Linking via Joint Encoding of Types, Descriptions, and ContextConference on Empirical Methods in Natural Language Processing (EMNLP)Nitish Gupta, Sameer Singh, Dan Roth2017 · 299 citations
  21. Connecting the Dots: Document-level Neural Relation Extraction with Edge-oriented GraphsConference on Empirical Methods in Natural Language Processing (EMNLP)Fenia Christopoulou, Makoto Miwa, Sophia Ananiadou2019 · 298 citations
  22. Copied Monolingual Data Improves Low-Resource Neural Machine TranslationConference on Machine Translation (WMT)Anna Currey, Antonio Valerio Miceli Barone, Kenneth Heafield2017 · 298 citations
  23. BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in BanglaFindings of the Association for Computational LinguisticsAbhik Bhattacharjee, Tahmid Hasan, Wasi Ahmad, et al.2022 · 296 citations
  24. HAT: Hardware-Aware Transformers for Efficient Natural Language ProcessingAnnual Meeting of the Association for Computational Linguistics (ACL)Hanrui Wang, Zhanghao Wu, Zhijian Liu, et al.2020 · 294 citations
  25. QAFactEval: Improved QA-Based Factual Consistency Evaluation for SummarizationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Alexander Fabbri, Chien-Sheng Wu, Wenhao Liu, et al.2022 · 292 citations
  26. Simple and Effective Few-Shot Named Entity Recognition with Structured Nearest Neighbor LearningConference on Empirical Methods in Natural Language Processing (EMNLP)Yi Yang, Arzoo Katiyar2020 · 292 citations
  27. Target-oriented Opinion Words Extraction with Target-fused Neural Sequence LabelingConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Zhifang Fan, Zhen Wu, Xin-Yu Dai, et al.2019 · 291 citations
  28. Ranking Sentences for Extractive Summarization with Reinforcement LearningConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Shashi Narayan, Shay B. Cohen, Mirella Lapata2018 · 290 citations
  29. SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Xinyi Wang, Hieu Pham, Zihang Dai, et al.2018 · 290 citations
  30. GEAR: Graph-based Evidence Aggregating and Reasoning for Fact VerificationAnnual Meeting of the Association for Computational Linguistics (ACL)Jie Zhou, Xu Han, Cheng Yang, et al.2019 · 289 citations
  31. Learning to Translate in Real-time with Neural Machine TranslationConference of the European Chapter of the Association for Computational Linguistics (EACL)Jiatao Gu, Graham Neubig, Kyunghyun Cho, et al.2017 · 289 citations
  32. SPICE: Semantic Propositional Image Caption EvaluationarXiv:1607.08822Peter Anderson, Basura Fernando, Mark Johnson, et al.2016 · 289 citations
  33. A Review of Large Language Models and Autonomous Agents in ChemistryarXiv:2407.01603Mayk Caldas Ramos, Christopher J. Collison, Andrew D. White2024 · 288 citations
  34. Two are Better than One: Joint Entity and Relation Extraction with Table-Sequence EncodersConference on Empirical Methods in Natural Language Processing (EMNLP)Jue Wang, Wei Lu2020 · 288 citations
  35. Analysing Mathematical Reasoning Abilities of Neural ModelsarXiv:1904.01557David Saxton, Edward Grefenstette, Felix Hill, et al.2019 · 288 citations
  36. Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time ScalingarXiv:2412.05271Zhe Chen, Weiyun Wang, Yue Cao, et al.2024 · 287 citations
  37. Llemma: An Open Language Model For MathematicsarXiv:2310.10631Zhangir Azerbayev, Hailey Schoelkopf, Keiran Paster, et al.2023 · 286 citations
  38. An Explanation of In-context Learning as Implicit Bayesian InferencearXiv:2111.02080Sang Michael Xie, Aditi Raghunathan, Percy Liang, et al.2021 · 286 citations
  39. BAM! Born-Again Multi-Task Networks for Natural Language UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL)Kevin Clark, Minh-Thang Luong, Urvashi Khandelwal, et al.2019 · 285 citations
  40. Structured Denoising Diffusion Models in Discrete State-SpacesarXiv:2107.03006Jacob Austin, Daniel D. Johnson, Jonathan Ho, et al.2021 · 284 citations
  41. Prometheus: Inducing Fine-grained Evaluation Capability in Language ModelsarXiv:2310.08491Seungone Kim, Jamin Shin, Yejin Cho, et al.2023 · 281 citations
  42. Intermediate-Task Transfer Learning with Pretrained Language Models: When and Why Does It Work?Annual Meeting of the Association for Computational Linguistics (ACL)Yada Pruksachatkun, Jason Phang, Haokun Liu, et al.2020 · 281 citations
  43. Multi-Sentence Argument LinkingAnnual Meeting of the Association for Computational Linguistics (ACL)Seth Ebner, Patrick Xia, Ryan Culkin, et al.2020 · 281 citations
  44. Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question AnsweringarXiv:1911.10470Akari Asai, Kazuma Hashimoto, Hannaneh Hajishirzi, et al.2019 · 280 citations
  45. Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding HeadsarXiv:2401.10774Tianle Cai, Yuhong Li, Zhengyang Geng, et al.2024 · 278 citations
  46. MIME: MIMicking Emotions for Empathetic Response GenerationConference on Empirical Methods in Natural Language Processing (EMNLP)Navonil Majumder, Pengfei Hong, Shanshan Peng, et al.2020 · 278 citations
  47. Logic Tensor NetworksArtificial IntelligenceSamy Badreddine, Artur d'Avila Garcez, Luciano Serafini, et al.2020 · 276 citations
  48. InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-TrainingarXiv:2007.07834Zewen Chi, Li Dong, Furu Wei, et al.2020 · 275 citations
  49. Text Classification Using Label Names Only: A Language Model Self-Training ApproachConference on Empirical Methods in Natural Language Processing (EMNLP)Yu Meng, Yunyi Zhang, Jiaxin Huang, et al.2020 · 274 citations
  50. Corrective Retrieval Augmented GenerationarXiv:2401.15884Shi-Qi Yan, Jia-Chen Gu, Yun Zhu, et al.2024 · 273 citations
  51. GPT3Mix: Leveraging Large-scale Language Models for Text AugmentationFindings of the Association for Computational LinguisticsKang Min Yoo, Dongju Park, Jaewook Kang, et al.2021 · 270 citations
  52. Attention is Not Only a Weight: Analyzing Transformers with Vector NormsConference on Empirical Methods in Natural Language Processing (EMNLP)Goro Kobayashi, Tatsuki Kuribayashi, Sho Yokoi, et al.2020 · 270 citations
  53. 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
  54. MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training StrategiesarXiv:2404.06395Shengding Hu, Yuge Tu, Xu Han, et al.2024 · 269 citations
  55. Perceiver: General Perception with Iterative AttentionarXiv:2103.03206Andrew Jaegle, Felix Gimeno, Andrew Brock, et al.2021 · 269 citations
  56. Injecting Numerical Reasoning Skills into Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Mor Geva, Ankit Gupta, Jonathan Berant2020 · 269 citations
  57. Zero-Shot Stance Detection: A Dataset and Model using Generalized Topic RepresentationsConference on Empirical Methods in Natural Language Processing (EMNLP)Emily Allaway, Kathleen McKeown2020 · 269 citations
  58. LongLoRA: Efficient Fine-tuning of Long-Context Large Language ModelsarXiv:2309.12307Yukang Chen, Shengju Qian, Haotian Tang, et al.2023 · 268 citations
  59. CUAD: An Expert-Annotated NLP Dataset for Legal Contract ReviewarXiv:2103.06268Dan Hendrycks, Collin Burns, Anya Chen, et al.2021 · 268 citations
  60. A Dual Reinforcement Learning Framework for Unsupervised Text Style TransferInternational Joint Conference on Artificial IntelligenceFuli Luo, Peng Li, Jie Zhou, et al.2019 · 266 citations
  61. Summarizing Opinions: Aspect Extraction Meets Sentiment Prediction and They Are Both Weakly SupervisedConference on Empirical Methods in Natural Language Processing (EMNLP)Stefanos Angelidis, Mirella Lapata2018 · 266 citations
  62. Retentive Network: A Successor to Transformer for Large Language ModelsarXiv:2307.08621Yutao Sun, Li Dong, Shaohan Huang, et al.2023 · 265 citations
  63. Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection NetworkAnnual Meeting of the Association for Computational Linguistics (ACL)Yutai Hou, Wanxiang Che, Yongkui Lai, et al.2020 · 265 citations
  64. Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual TasksConference on Empirical Methods in Natural Language Processing (EMNLP)Haoyang Huang, Yaobo Liang, Nan Duan, et al.2019 · 265 citations
  65. Deep Recurrent Models with Fast-Forward Connections for Neural Machine TranslationTransactions of the Association for Computational Linguistics (TACL)Jie Zhou, Ying Cao, Xuguang Wang, et al.2016 · 265 citations
  66. A General Theoretical Paradigm to Understand Learning from Human PreferencesarXiv:2310.12036Mohammad Gheshlaghi Azar, Mark Rowland, Bilal Piot, et al.2023 · 263 citations
  67. Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic ParsingFindings of the Association for Computational LinguisticsXi Victoria Lin, Richard Socher, Caiming Xiong2020 · 263 citations
  68. Monotonic Infinite Lookback Attention for Simultaneous Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Naveen Arivazhagan, Colin Cherry, Wolfgang Macherey, et al.2019 · 263 citations
  69. Selective Attention for Context-aware Neural Machine TranslationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Sameen Maruf, André F. T. Martins, Gholamreza Haffari2019 · 263 citations
  70. Zero-shot User Intent Detection via Capsule Neural NetworksConference on Empirical Methods in Natural Language Processing (EMNLP)Congying Xia, Chenwei Zhang, Xiaohui Yan, et al.2018 · 263 citations
  71. Large Language Models for Data Annotation and Synthesis: A SurveyConference on Empirical Methods in Natural Language Processing (EMNLP)Zhen Tan, Dawei Li, Song Wang, et al.2024 · 262 citations
  72. MAVEN: A Massive General Domain Event Detection DatasetConference on Empirical Methods in Natural Language Processing (EMNLP)Xiaozhi Wang, Ziqi Wang, Xu Han, et al.2020 · 261 citations
  73. RedPajama: an Open Dataset for Training Large Language ModelsConference on Neural Information Processing Systems (NeurIPS)Maurice Weber, Daniel Fu, Quentin Anthony, et al.2024 · 260 citations
  74. Unlearn Dataset Bias in Natural Language Inference by Fitting the ResidualWorkshop on Deep Learning Approaches for Low-Resource NLPHe He, Sheng Zha, Haohan Wang2019 · 260 citations
  75. LexGLUE: A Benchmark Dataset for Legal Language Understanding in EnglisharXiv:2110.00976Ilias Chalkidis; Abhik Jana; Dirk Hartung; Michael Bommarito; Ion Androutsopoulos; Daniel Martin Katz;, Nikolaos Aletras2021 · 258 citations
  76. Parameter-efficient Multi-task Fine-tuning for Transformers via Shared HypernetworksAnnual Meeting of the Association for Computational Linguistics (ACL)Rabeeh Karimi Mahabadi, Sebastian Ruder, Mostafa Dehghani, et al.2021 · 258 citations
  77. SUMBT: Slot-Utterance Matching for Universal and Scalable Belief TrackingAnnual Meeting of the Association for Computational Linguistics (ACL)Hwaran Lee, Jinsik Lee, Tae-Yoon Kim2019 · 258 citations
  78. MiniF2F: a cross-system benchmark for formal Olympiad-level mathematicsarXiv:2109.00110Kunhao Zheng, Jesse Michael Han, Stanislas Polu2021 · 257 citations
  79. Humanity's Last ExamNatureLong Phan, Alice Gatti, Ziwen Han, et al.2025 · 256 citations
  80. Contrastive Learning for Many-to-many Multilingual Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Xiao Pan, Mingxuan Wang, Liwei Wu, et al.2021 · 256 citations
  81. RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-rankingConference on Empirical Methods in Natural Language Processing (EMNLP)Ruiyang Ren, Yingqi Qu, Jing Liu, et al.2021 · 256 citations
  82. CorefQA: Coreference Resolution as Query-based Span PredictionAnnual Meeting of the Association for Computational Linguistics (ACL)Wei Wu, Fei Wang, Arianna Yuan, et al.2020 · 256 citations
  83. Modeling Localness for Self-Attention NetworksConference on Empirical Methods in Natural Language Processing (EMNLP)Baosong Yang, Zhaopeng Tu, Derek F. Wong, et al.2018 · 255 citations
  84. Multi-Reward Reinforced Summarization with Saliency and EntailmentConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ramakanth Pasunuru, Mohit Bansal2018 · 255 citations
  85. Aya Model: An Instruction Finetuned Open-Access Multilingual Language ModelarXiv:2402.07827Ahmet Üstün, Viraat Aryabumi, Zheng-Xin Yong, et al.2024 · 253 citations
  86. LeanDojo: Theorem Proving with Retrieval-Augmented Language ModelsConference on Neural Information Processing Systems (NeurIPS)Kaiyu Yang, Aidan M. Swope, Alex Gu, et al.2023 · 253 citations
  87. Shakespearizing Modern Language Using Copy-Enriched Sequence to Sequence ModelsHarsh Jhamtani, Varun Gangal, Eduard Hovy, et al.2017 · 252 citations
  88. Sentence Centrality Revisited for Unsupervised SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Hao Zheng, Mirella Lapata2019 · 251 citations
  89. Interpreting Pretrained Contextualized Representations via Reductions to Static EmbeddingsAnnual Meeting of the Association for Computational Linguistics (ACL)Rishi Bommasani, Kelly Davis, Claire Cardie2020 · 250 citations
  90. Language Models can Solve Computer TasksConference on Neural Information Processing Systems (NeurIPS)Geunwoo Kim, Pierre Baldi, Stephen McAleer2023 · 249 citations
  91. Improved Knowledge Distillation via Teacher AssistantarXiv:1902.03393Seyed-Iman Mirzadeh, Mehrdad Farajtabar, Ang Li, et al.2019 · 248 citations
  92. Transformers learn in-context by gradient descentarXiv:2212.07677Johannes von Oswald, Eyvind Niklasson, Ettore Randazzo, et al.2022 · 247 citations
  93. MedDialog: Large-scale Medical Dialogue DatasetsConference on Empirical Methods in Natural Language Processing (EMNLP)Guangtao Zeng, Wenmian Yang, Zeqian Ju, et al.2020 · 247 citations
  94. Taskmaster-1: Toward a Realistic and Diverse Dialog DatasetConference on Empirical Methods in Natural Language Processing (EMNLP)Bill Byrne, Karthik Krishnamoorthi, Chinnadhurai Sankar, et al.2019 · 247 citations
  95. Knowledge-Grounded Dialogue Generation with Pre-trained Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Xueliang Zhao, Wei Wu, Can Xu, et al.2020 · 246 citations
  96. Personalizing Dialogue Agents via Meta-LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Andrea Madotto, Zhaojiang Lin, Chien-Sheng Wu, et al.2019 · 246 citations
  97. Few-Shot and Zero-Shot Multi-Label Learning for Structured Label SpacesConference on Empirical Methods in Natural Language Processing (EMNLP)Anthony Rios, Ramakanth Kavuluru2018 · 246 citations
  98. ZeroGen: Efficient Zero-shot Learning via Dataset GenerationConference on Empirical Methods in Natural Language Processing (EMNLP)Jiacheng Ye, Jiahui Gao, Qintong Li, et al.2022 · 245 citations
  99. MSMO: Multimodal Summarization with Multimodal OutputConference on Empirical Methods in Natural Language Processing (EMNLP)Junnan Zhu, Haoran Li, Tianshang Liu, et al.2018 · 245 citations
  100. Long-term Recurrent Convolutional Networks for Visual Recognition and DescriptionarXiv:1411.4389Jeff Donahue, Lisa Anne Hendricks, Marcus Rohrbach, et al.2014 · 245 citations

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