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Who cites Hua Ren Wu

3,374 citations of their works from 2,904 papers of our library (of the 149,439 whose bibliographies we read) · 436 with a page here, the most cited first · page 1 of 5 · 1–100 · ← Hua Ren Wu

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  1. RoBERTa: A Robustly Optimized BERT Pretraining ApproacharXiv:1907.11692Yinhan Liu, Myle Ott, Naman Goyal, et al.2019 · 9,837 citations
  2. Learning Transferable Visual Models From Natural Language SupervisionarXiv:2103.00020Alec Radford, Jong Wook Kim, Chris Hallacy, et al.2021 · 8,767 citations
  3. Survey of Hallucination in Natural Language GenerationACM Computing SurveysZiwei Ji, Nayeon Lee, Rita Frieske, et al.2022 · 5,974 citations
  4. Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language ProcessingACM Computing SurveysPengfei Liu, Weizhe Yuan, Jinlan Fu, et al.2021 · 5,423 citations
  5. Neural Architecture Search with Reinforcement LearningarXiv:1611.01578Barret Zoph, Quoc V. Le2016 · 4,413 citations
  6. Natural Questions: A Benchmark for Question Answering ResearchTransactions of the Association for Computational Linguistics (TACL)Tom Kwiatkowski, Jennimaria Palomaki, Olivia Redfield, et al.2019 · 4,093 citations
  7. A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open QuestionsACM Transactions on Information SystemsLei Huang, Weijiang Yu, Weitao Ma, et al.2023 · 3,231 citations
  8. A Survey of Large Language ModelsFrontiers of Computer ScienceWayne Xin Zhao, Kun Zhou, Junyi Li, et al.2023 · 2,875 citations
  9. SpanBERT: Improving Pre-training by Representing and Predicting SpansTransactions of the Association for Computational Linguistics (TACL)Mandar Joshi, Danqi Chen, Yinhan Liu, et al.2019 · 2,616 citations
  10. Incorporating Copying Mechanism in Sequence-to-Sequence LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Jiatao Gu, Zhengdong Lu, Hang Li, et al.2016 · 1,915 citations
  11. DeBERTa: Decoding-enhanced BERT with Disentangled AttentionarXiv:2006.03654Pengcheng He, Xiaodong Liu, Jianfeng Gao, et al.2020 · 1,828 citations
  12. Pre-trained Models for Natural Language Processing: A SurveyarXiv:2003.08271 · SCIENCE CHINA Technological Sciences,2020, 63, 1872-1897Xipeng Qiu, Tianxiang Sun, Yige Xu, et al.2020 · 1,759 citations
  13. Retrieval-Augmented Generation for Large Language Models: A SurveyarXiv:2312.10997Yunfan Gao, Yun Xiong, Xinyu Gao, et al.2023 · 1,663 citations
  14. Scaling Up Visual and Vision-Language Representation Learning With Noisy Text SupervisionInternational Conference on Machine Learning (ICML)Chao Jia, Yinfei Yang, Ye Xia, et al.2021 · 1,615 citations
  15. Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A SurveyACM Computing SurveysBonan Min, Hayley Ross, Elior Sulem, et al.2021 · 1,556 citations
  16. Unifying Large Language Models and Knowledge Graphs: A RoadmapIEEE Transactions on Knowledge and Data EngineeringShirui Pan, Linhao Luo, Yufei Wang, et al.2023 · 1,551 citations
  17. BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and GenerationarXiv:2201.12086Junnan Li, Dongxu Li, Caiming Xiong, et al.2022 · 1,523 citations
  18. Pre-Training with Whole Word Masking for Chinese BERTIEEE/ACM Transactions on Audio Speech and Language ProcessingYiming Cui, Wanxiang Che, Ting Liu, et al.2019 · 1,490 citations
  19. A Comprehensive Overview of Large Language ModelsACM Transactions on Intelligent Systems and TechnologyHumza Naveed, Asad Ullah Khan, Shi Qiu, et al.2023 · 1,287 citations
  20. The Rise and Potential of Large Language Model Based Agents: A SurveyScience China Information SciencesZhiheng Xi, Wenxiang Chen, Xin Guo, et al.2023 · 1,272 citations
  21. M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge DistillationarXiv:2402.03216Jianlv Chen, Shitao Xiao, Peitian Zhang, et al.2024 · 1,196 citations
  22. MS MARCO: A Human Generated MAchine Reading COmprehension DatasetarXiv:1611.09268Payal Bajaj, Daniel Campos, Nick Craswell, et al.2016 · 1,138 citations
  23. RotatE: Knowledge Graph Embedding by Relational Rotation in Complex SpacearXiv:1902.10197Zhiqing Sun, Zhi-Hong Deng, Jian-Yun Nie, et al.2019 · 1,073 citations
  24. Adversarial Learning for Neural Dialogue GenerationConference on Empirical Methods in Natural Language Processing (EMNLP)Jiwei Li, Will Monroe, Tianlin Shi, et al.2017 · 1,063 citations
  25. K-BERT: Enabling Language Representation with Knowledge GraphProceedings of the AAAI Conference on Artificial IntelligenceWeijie Liu, Peng Zhou, Zhe Zhao, et al.2019 · 1,019 citations
  26. ERNIE 2.0: A Continual Pre-training Framework for Language UnderstandingProceedings of the AAAI Conference on Artificial IntelligenceYu Sun, Shuohuan Wang, Yukun Li, et al.2019 · 995 citations
  27. Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language ModelsComputational LinguisticsYue Zhang, Yafu Li, Leyang Cui, et al.2023 · 977 citations
  28. Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and BeyondarXiv:2308.12966Jinze Bai, Shuai Bai, Shusheng Yang, et al.2023 · 970 citations
  29. Modeling Coverage for Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Zhaopeng Tu, Zhengdong Lu, Yang Liu, et al.2016 · 939 citations
  30. C-Pack: Packed Resources For General Chinese EmbeddingsInternational ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)Shitao Xiao, Zheng Liu, Peitian Zhang, et al.2023 · 922 citations
  31. Unsupervised Dense Information Retrieval with Contrastive LearningarXiv:2112.09118Gautier Izacard, Mathilde Caron, Lucas Hosseini, et al.2021 · 836 citations
  32. Multi-Way, Multilingual Neural Machine Translation with a Shared Attention MechanismConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Orhan Firat, Kyunghyun Cho, Yoshua Bengio2016 · 833 citations
  33. GPT-NeoX-20B: An Open-Source Autoregressive Language ModelBigScience Episode – Workshop on Challenges & Perspectives in Creating Large Language ModelsSidney Black, Stella Biderman, Eric Hallahan, et al.2022 · 831 citations
  34. Is ChatGPT a General-Purpose Natural Language Processing Task Solver?Conference on Empirical Methods in Natural Language Processing (EMNLP)Chengwei Qin, Aston Zhang, Zhuosheng Zhang, et al.2023 · 828 citations
  35. ViLT: Vision-and-Language Transformer Without Convolution or Region SupervisionarXiv:2102.03334Wonjae Kim, Bokyung Son, Ildoo Kim2021 · 804 citations
  36. Multi-Task Learning for Multiple Language TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Daxiang Dong, Hua Wu, Wei He, et al.2015 · 796 citations
  37. Explainability for Large Language Models: A SurveyACM Transactions on Intelligent Systems and TechnologyHaiyan Zhao, Hanjie Chen, Fan Yang, et al.2023 · 790 citations
  38. Revisiting Pre-Trained Models for Chinese Natural Language ProcessingarXiv:2004.13922Yiming Cui, Wanxiang Che, Ting Liu, et al.2020 · 790 citations
  39. MLQA: Evaluating Cross-lingual Extractive Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Patrick Lewis, Barlas Oğuz, Ruty Rinott, et al.2019 · 747 citations
  40. Learning To Retrieve Prompts for In-Context LearningConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ohad Rubin, Jonathan Herzig, Jonathan Berant2021 · 724 citations
  41. TaBERT: Pretraining for Joint Understanding of Textual and Tabular DataAnnual Meeting of the Association for Computational Linguistics (ACL)Pengcheng Yin, Graham Neubig, Wen-tau Yih, et al.2020 · 692 citations
  42. Findings of the 2017 Conference on Machine Translation (WMT17)Conference on Machine Translation (WMT)Ondřej Bojar, Rajen Chatterjee, Christian Federmann, et al.2017 · 691 citations
  43. Well-Read Students Learn Better: On the Importance of Pre-training Compact ModelsarXiv:1908.08962Iulia Turc, Ming-Wei Chang, Kenton Lee, et al.2019 · 678 citations
  44. Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base EmbeddingsAnnual Meeting of the Association for Computational Linguistics (ACL)Apoorv Saxena, Aditay Tripathi, Partha Talukdar2020 · 671 citations
  45. Unsupervised Machine Translation Using Monolingual Corpora OnlyarXiv:1711.00043Guillaume Lample, Alexis Conneau, Ludovic Denoyer, et al.2017 · 669 citations
  46. Benchmarking Large Language Models in Retrieval-Augmented GenerationProceedings of the AAAI Conference on Artificial IntelligenceJiawei Chen, Hongyu Lin, Xianpei Han, et al.2023 · 629 citations
  47. RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question AnsweringConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Yingqi Qu, Yuchen Ding, Jing Liu, et al.2021 · 603 citations
  48. Text Embeddings by Weakly-Supervised Contrastive Pre-trainingarXiv:2212.03533Liang Wang, Nan Yang, Xiaolong Huang, et al.2022 · 598 citations
  49. A Robustly Optimized BERT Pre-training Approach with Post-trainingChinese National Conference on Computational LinguisticsLiu Zhuang, Lin Wayne, Shi Ya, et al.2021 · 587 citations
  50. Massively Multilingual Neural Machine Translation in the Wild: Findings and ChallengesarXiv:1907.05019Naveen Arivazhagan, Ankur Bapna, Orhan Firat, et al.2019 · 564 citations
  51. Precise Zero-Shot Dense Retrieval without Relevance LabelsAnnual Meeting of the Association for Computational Linguistics (ACL)Luyu Gao, Xueguang Ma, Jimmy Lin, et al.2022 · 549 citations
  52. Simple, Scalable Adaptation for Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Ankur Bapna, Orhan Firat2019 · 530 citations
  53. LongBench: A Bilingual, Multitask Benchmark for Long Context UnderstandingarXiv:2308.14508Yushi Bai, Xin Lv, Jiajie Zhang, et al.2023 · 514 citations
  54. Neural Text Generation with Unlikelihood TrainingarXiv:1908.04319Sean Welleck, Ilia Kulikov, Stephen Roller, et al.2019 · 513 citations
  55. SPLADE: Sparse Lexical and Expansion Model for First Stage RankingInternational ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant2021 · 512 citations
  56. REPLUG: Retrieval-Augmented Black-Box Language ModelsarXiv:2301.12652Weijia Shi, Sewon Min, Michihiro Yasunaga, et al.2023 · 492 citations
  57. ColBERTv2: Effective and Efficient Retrieval via Lightweight Late InteractionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Keshav Santhanam, Omar Khattab, Jon Saad-Falcon, et al.2022 · 485 citations
  58. SimVLM: Simple Visual Language Model Pretraining with Weak SupervisionarXiv:2108.10904Zirui Wang, Jiahui Yu, Adams Wei Yu, et al.2021 · 481 citations
  59. Legal Judgment Prediction via Topological LearningConference on Empirical Methods in Natural Language Processing (EMNLP)Haoxi Zhong, Zhipeng Guo, Cunchao Tu, et al.2018 · 480 citations
  60. Improving Massively Multilingual Neural Machine Translation and Zero-Shot TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Biao Zhang, Philip Williams, Ivan Titov, et al.2020 · 477 citations
  61. When and Why Are Pre-Trained Word Embeddings Useful for Neural Machine Translation?Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ye Qi, Devendra Sachan, Matthieu Felix, et al.2018 · 474 citations
  62. OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning FrameworkarXiv:2202.03052Peng Wang, An Yang, Rui Men, et al.2022 · 467 citations
  63. Ethical and social risks of harm from Language ModelsarXiv:2112.04359Laura Weidinger, John Mellor, Maribeth Rauh, et al.2021 · 456 citations
  64. Deep Keyphrase GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Rui Meng, Sanqiang Zhao, Shuguang Han, et al.2017 · 454 citations
  65. Improving Text Embeddings with Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Liang Wang, Nan Yang, Xiaolong Huang, et al.2024 · 437 citations
  66. Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLsConference on Neural Information Processing Systems (NeurIPS)Jinyang Li, Binyuan Hui, Ge Qu, et al.2023 · 433 citations
  67. Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware SamplingInternational ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)Sebastian Hofstatter, Sheng-Chieh Lin, Jheng-Hong Yang, et al.2021 · 425 citations
  68. Multi-Turn Response Selection for Chatbots with Deep Attention Matching NetworkAnnual Meeting of the Association for Computational Linguistics (ACL)Xiangyang Zhou, Lu Li, Daxiang Dong, et al.2018 · 410 citations
  69. Exploiting Source-side Monolingual Data in Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Jiajun Zhang, Chengqing Zong2016 · 409 citations
  70. Large Language Models for Generative Information Extraction: A SurveyFrontiers of Computer ScienceDerong Xu, Wei Chen, Wenjun Peng, et al.2023 · 406 citations
  71. Toward Multilingual Neural Machine Translation with Universal Encoder and DecoderInternational Conference on Spoken Language Translation (IWSLT)Thanh-Le Ha, Jan Niehues, Alex Waibel2016 · 403 citations
  72. A Simple Language Model for Task-Oriented DialoguearXiv:2005.00796Ehsan Hosseini-Asl, Bryan McCann, Chien-Sheng Wu, et al.2020 · 399 citations
  73. Evaluation of Text Generation: A SurveyarXiv:2006.14799Asli Celikyilmaz, Elizabeth Clark, Jianfeng Gao2020 · 388 citations
  74. FastBERT: a Self-distilling BERT with Adaptive Inference TimeAnnual Meeting of the Association for Computational Linguistics (ACL)Weijie Liu, Peng Zhou, Zhiruo Wang, et al.2020 · 383 citations
  75. Knowledge-Enriched Transformer for Emotion Detection in Textual ConversationsConference on Empirical Methods in Natural Language Processing (EMNLP)Peixiang Zhong, Di Wang, Chunyan Miao2019 · 373 citations
  76. Massively Multilingual Neural Machine TranslationarXiv:1903.00089Roee Aharoni, Melvin Johnson, Orhan Firat2019 · 372 citations
  77. A Survey on Large Language Models for Code GenerationACM Transactions on Software Engineering and MethodologyJuyong Jiang, Fan Wang, Jiasi Shen, et al.2024 · 367 citations
  78. Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated FeedbackarXiv:2302.12813Baolin Peng, Michel Galley, Pengcheng He, et al.2023 · 363 citations
  79. TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented DialogueConference on Empirical Methods in Natural Language Processing (EMNLP)Chien-Sheng Wu, Steven C.H. Hoi, Richard Socher, et al.2020 · 361 citations
  80. Synthetic QA Corpora Generation with Roundtrip ConsistencyAnnual Meeting of the Association for Computational Linguistics (ACL)Chris Alberti, Daniel Andor, Emily Pitler, et al.2019 · 361 citations
  81. BRIO: Bringing Order to Abstractive SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Yixin Liu, Pengfei Liu, Dragomir Radev, et al.2022 · 360 citations
  82. A Shared Task on Multimodal Machine Translation and Crosslingual Image DescriptionConference on Machine Translation: Shared Task PapersLucia Specia, Stella Frank, Khalil Sima'an, et al.2016 · 357 citations
  83. Zero-Resource Translation with Multi-Lingual Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Orhan Firat, Baskaran Sankaran, Yaser Al-onaizan, et al.2016 · 356 citations
  84. Query2doc: Query Expansion with Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Liang Wang, Nan Yang, Furu Wei2023 · 354 citations
  85. Multilingual E5 Text Embeddings: A Technical ReportarXiv:2402.05672Liang Wang, Nan Yang, Xiaolong Huang, et al.2024 · 346 citations
  86. SimCLS: A Simple Framework for Contrastive Learning of Abstractive SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Yixin Liu, Pengfei Liu2021 · 341 citations
  87. Large Language Models for Information Retrieval: A SurveyACM Transactions on Information SystemsYutao Zhu; Huaying Yuan; Shuting Wang; Jiongnan Liu; Wenhan Liu; Chenlong Deng; Haonan Chen; Zheng Liu; Zhicheng Dou;, Ji-Rong Wen2023 · 339 citations
  88. Participatory Research for Low-resourced Machine Translation: A Case Study in African LanguagesFindings of the Association for Computational LinguisticsWilhelmina Nekoto, Vukosi Marivate, Tshinondiwa Matsila, et al.2020 · 339 citations
  89. An Actor-Critic Algorithm for Sequence PredictionarXiv:1607.07086Dzmitry Bahdanau, Philemon Brakel, Kelvin Xu, et al.2016 · 335 citations
  90. SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment AnalysisAnnual Meeting of the Association for Computational Linguistics (ACL)Hao Tian, Can Gao, Xinyan Xiao, et al.2020 · 333 citations
  91. ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for Language Understanding and GenerationarXiv:2107.02137Yu Sun, Shuohuan Wang, Shikun Feng, et al.2021 · 332 citations
  92. Selective Encoding for Abstractive Sentence SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Qingyu Zhou, Nan Yang, Furu Wei, et al.2017 · 330 citations
  93. Unsupervised Corpus Aware Language Model Pre-training for Dense Passage RetrievalAnnual Meeting of the Association for Computational Linguistics (ACL)Luyu Gao, Jamie Callan2022 · 328 citations
  94. Unsupervised Pretraining for Sequence to Sequence LearningConference on Empirical Methods in Natural Language Processing (EMNLP)Prajit Ramachandran, Peter Liu, Quoc Le2017 · 327 citations
  95. Robust Neural Machine Translation with Doubly Adversarial InputsAnnual Meeting of the Association for Computational Linguistics (ACL)Yong Cheng, Lu Jiang, Wolfgang Macherey2019 · 325 citations
  96. Text and Code Embeddings by Contrastive Pre-TrainingarXiv:2201.10005Arvind Neelakantan, Tao Xu, Raul Puri, et al.2022 · 323 citations
  97. Paraphrasing Revisited with Neural Machine TranslationConference of the European Chapter of the Association for Computational Linguistics (EACL)Jonathan Mallinson, Rico Sennrich, Mirella Lapata2017 · 321 citations
  98. Multi-task Sequence to Sequence LearningarXiv:1511.06114Minh-Thang Luong, Quoc V. Le, Ilya Sutskever, et al.2015 · 321 citations
  99. Choosing Transfer Languages for Cross-Lingual LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Yu-Hsiang Lin, Chian-Yu Chen, Jean Lee, et al.2019 · 317 citations
  100. UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Wei Li, Can Gao, Guocheng Niu, et al.2021 · 308 citations

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