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Works of China

616 · page 1 of 7 · the most cited first · ← China

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  1. Faster R-CNN: Towards Real-Time Object Detection with Region Proposal NetworksShaoqing Ren, Kaiming He, Ross Girshick, et al.2015 · 64,743 citations
  2. Swin Transformer: Hierarchical Vision Transformer using Shifted WindowsZe Liu, Yutong Lin, Yue Cao, et al.2021 · 33,826 citations
  3. DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement LearningDeepSeek-AI, Daya Guo, Dejian Yang, et al.2025 · 4,593 citations
  4. SimCSE: Simple Contrastive Learning of Sentence EmbeddingsTianyu Gao, Xingcheng Yao, Danqi Chen2021 · 3,921 citations
  5. A Survey on Evaluation of Large Language ModelsYupeng Chang, Xu Wang, Jindong Wang, et al.2023 · 3,640 citations
  6. A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open QuestionsLei Huang, Weijiang Yu, Weitao Ma, et al.2023 · 3,221 citations
  7. CodeBERT: A Pre-Trained Model for Programming and Natural LanguagesZhangyin Feng, Daya Guo, Duyu Tang, et al.2020 · 2,954 citations
  8. A Survey of Large Language ModelsWayne Xin Zhao, Kun Zhou, Junyi Li, et al.2023 · 2,847 citations
  9. Attention-based LSTM for Aspect-level Sentiment ClassificationYequan Wang, Minlie Huang, Xiaoyan Zhu, et al.2016 · 2,609 citations
  10. A Survey on Large Language Model based Autonomous AgentsLei Wang, Chen Ma, Xueyang Feng, et al.2023 · 2,263 citations
  11. DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language ModelsZhihong Shao, Peiyi Wang, Qihao Zhu, et al.2024 · 2,013 citations
  12. Knowledge Graph Embedding via Dynamic Mapping MatrixGuoliang Ji, Shizhu He, Liheng Xu, et al.2015 · 1,936 citations
  13. Pre-trained Models for Natural Language Processing: A SurveyXipeng Qiu, Tianxiang Sun, Yige Xu, et al.2020 · 1,740 citations
  14. Document Modeling with Gated Recurrent Neural Network for Sentiment ClassificationDuyu Tang, Bing Qin, Ting Liu2015 · 1,675 citations
  15. Relation Classification via Convolutional Deep Neural NetworkDaojian Zeng, Kang Liu, Siwei Lai, et al.2014 · 1,659 citations
  16. SemEval-2016 Task 5: Aspect Based Sentiment AnalysisMaria Pontiki, Dimitris Galanis, Haris Papageorgiou, et al.2016 · 1,656 citations
  17. Retrieval-Augmented Generation for Large Language Models: A SurveyYunfan Gao, Yun Xiong, Xinyu Gao, et al.2023 · 1,647 citations
  18. Deep Speech: Scaling up end-to-end speech recognitionAwni Hannun, Carl Case, Jared Casper, et al.2014 · 1,575 citations
  19. Unifying Large Language Models and Knowledge Graphs: A RoadmapShirui Pan, Linhao Luo, Yufei Wang, et al.2023 · 1,545 citations
  20. VisualBERT: A Simple and Performant Baseline for Vision and LanguageLiunian Harold Li, Mark Yatskar, Da Yin, et al.2019 · 1,510 citations
  21. Pre-Training with Whole Word Masking for Chinese BERTYiming Cui, Wanxiang Che, Ting Liu, et al.2019 · 1,485 citations
  22. GLM: General Language Model Pretraining with Autoregressive Blank InfillingZhengxiao Du, Yujie Qian, Xiao Liu, et al.2022 · 1,449 citations
  23. TVM: An Automated End-to-End Optimizing Compiler for Deep LearningTianqi Chen, Thierry Moreau, Ziheng Jiang, et al.2018 · 1,371 citations
  24. brat: a Web-based Tool for NLP-Assisted Text AnnotationPontus Stenetorp, Sampo Pyysalo, Goran Topić, et al.2012 · 1,368 citations
  25. Learning Sentiment-Specific Word Embedding for Twitter Sentiment ClassificationDuyu Tang, Furu Wei, Nan Yang, et al.2014 · 1,341 citations
  26. Parameter-efficient fine-tuning of large-scale pre-trained language modelsNing Ding, Yujia Qin, Guang You Yang, et al.2023 · 1,324 citations
  27. The Rise and Potential of Large Language Model Based Agents: A SurveyZhiheng Xi, Wenxiang Chen, Xin Guo, et al.2023 · 1,262 citations
  28. Neural Responding Machine for Short-Text ConversationLifeng Shang, Zhengdong Lu, Hang Li2015 · 1,242 citations
  29. Adaptive Recursive Neural Network for Target-dependent Twitter Sentiment ClassificationLi Dong, Furu Wei, Chuanqi Tan, et al.2014 · 1,211 citations
  30. M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge DistillationJianlv Chen, Shitao Xiao, Peitian Zhang, et al.2024 · 1,196 citations
  31. Opinion Word Expansion and Target Extraction through Double PropagationGuang Qiu, Bing Liu, Jiajun Bu, et al.2011 · 1,196 citations
  32. Aspect Level Sentiment Classification with Deep Memory NetworkDuyu Tang, Bing Qin, Ting Liu2016 · 1,187 citations
  33. Event Extraction via Dynamic Multi-Pooling Convolutional Neural NetworksYubo Chen, Liheng Xu, Kang Liu, et al.2015 · 1,170 citations
  34. Recurrent Attention Network on Memory for Aspect Sentiment AnalysisPeng Chen, Zhongqian Sun, Lidong Bing, et al.2017 · 1,113 citations
  35. A Survey on Multimodal Large Language ModelsShukang Yin, Chaoyou Fu, Sirui Zhao, et al.2023 · 1,060 citations
  36. GPT Understands, TooXiao Liu, Yanan Zheng, Zhengxiao Du, et al.2021 · 1,039 citations
  37. LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language ModelsYaowei Zheng, Richong Zhang, Junhao Zhang, et al.2024 · 1,035 citations
  38. P-Tuning: Prompt Tuning Can Be Comparable to Fine-tuning Across Scales and TasksXiao Liu, Kaixuan Ji, Yicheng Fu, et al.2022 · 1,013 citations
  39. VL-BERT: Pre-training of Generic Visual-Linguistic RepresentationsWeijie Su, Xizhou Zhu, Yue Cao, et al.2019 · 1,008 citations
  40. A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language ModelsWenqi Fan; Yujuan Ding; Liangbo Ning; Shijie Wang; Hengyun Li; Dawei Yin; Tat-Seng Chua;, Qing Li2024 · 1,006 citations
  41. K-BERT: Enabling Language Representation with Knowledge GraphWeijie Liu, Peng Zhou, Zhe Zhao, et al.2019 · 1,006 citations
  42. Evaluating Object Hallucination in Large Vision-Language ModelsYifan Li, Yifan Du, Kun Zhou, et al.2023 · 986 citations
  43. ERNIE 2.0: A Continual Pre-training Framework for Language UnderstandingYu Sun, Shuohuan Wang, Yukun Li, et al.2019 · 976 citations
  44. Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language ModelsYue Zhang, Yafu Li, Leyang Cui, et al.2023 · 962 citations
  45. ERNIE: Enhanced Representation through Knowledge IntegrationYu Sun, Shuohuan Wang, Yukun Li, et al.2019 · 949 citations
  46. MPNet: Masked and Permuted Pre-training for Language UnderstandingKaitao Song, Xu Tan, Tao Qin, et al.2020 · 944 citations
  47. Summary of ChatGPT-Related Research and Perspective Towards the Future of Large Language ModelsYiheng Liu, Tianle Han, Siyuan Ma, et al.2023 · 936 citations
  48. Modeling Coverage for Neural Machine TranslationZhaopeng Tu, Zhengdong Lu, Yang Liu, et al.2016 · 927 citations
  49. C-Pack: Packed Resources For General Chinese EmbeddingsShitao Xiao, Zheng Liu, Peitian Zhang, et al.2023 · 920 citations
  50. Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and BeyondJinze Bai, Shuai Bai, Shusheng Yang, et al.2023 · 913 citations
  51. Learning to Ask: Neural Question Generation for Reading ComprehensionXinya Du, Junru Shao, Claire Cardie2017 · 913 citations
  52. MMBench: Is Your Multi-modal Model an All-around Player?Yuan Liu, Haodong Duan, Yuanhan Zhang, et al.2023 · 907 citations
  53. Joint Extraction of Entities and Relations Based on a Novel Tagging SchemeSuncong Zheng, Feng Wang, Hongyun Bao, et al.2017 · 902 citations
  54. LayoutLM: Pre-training of Text and Layout for Document Image UnderstandingYiheng Xu, Minghao Li, Lei Cui, et al.2019 · 889 citations
  55. Generating Natural Language Adversarial Examples through Probability Weighted Word SaliencyShuhuai Ren, Yihe Deng, Kun He, et al.2019 · 884 citations
  56. BERT-ATTACK: Adversarial Attack Against BERT Using BERTLinyang Li, Ruotian Ma, Qipeng Guo, et al.2020 · 840 citations
  57. A Unified MRC Framework for Named Entity RecognitionXiaoya Li, Jingrong Feng, Yuxian Meng, et al.2020 · 833 citations
  58. Gated Self-Matching Networks for Reading Comprehension and Question AnsweringWenhui Wang, Nan Yang, Furu Wei, et al.2017 · 823 citations
  59. Is ChatGPT a General-Purpose Natural Language Processing Task Solver?Chengwei Qin, Aston Zhang, Zhuosheng Zhang, et al.2023 · 818 citations
  60. Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional NetworksChen Zhang, Qiuchi Li, Dawei Song2019 · 807 citations
  61. Learning Deep Transformer Models for Machine TranslationQiang Wang, Bei Li, Tong Xiao, et al.2019 · 798 citations
  62. Multi-Task Learning for Multiple Language TranslationDaxiang Dong, Hua Wu, Wei He, et al.2015 · 791 citations
  63. Revisiting Pre-Trained Models for Chinese Natural Language ProcessingYiming Cui, Wanxiang Che, Ting Liu, et al.2020 · 788 citations
  64. Explainability for Large Language Models: A SurveyHaiyan Zhao, Hanjie Chen, Fan Yang, et al.2023 · 785 citations
  65. Relational Graph Attention Network for Aspect-based Sentiment AnalysisKai Wang, Weizhou Shen, Yunyi Yang, et al.2020 · 775 citations
  66. GLM-130B: An Open Bilingual Pre-trained ModelAohan Zeng, Xiao Liu, Zhengxiao Du, et al.2022 · 775 citations
  67. LayoutLMv3: Pre-training for Document AI with Unified Text and Image MaskingYupan Huang, Tengchao Lv, Lei Cui, et al.2022 · 774 citations
  68. Classifying Relations via Long Short Term Memory Networks along Shortest Dependency PathsYan Xu, Lili Mou, Ge Li, et al.2015 · 769 citations
  69. UniXcoder: Unified Cross-Modal Pre-training for Code RepresentationDaya Guo, Shuai Lu, Nan Duan, et al.2022 · 768 citations
  70. Dice Loss for Data-imbalanced NLP TasksXiaoya Li, Xiaofei Sun, Yuxian Meng, et al.2020 · 734 citations
  71. A Novel Cascade Binary Tagging Framework for Relational Triple ExtractionZhepei Wei, Jianlin Su, Yue Wang, et al.2020 · 732 citations
  72. WizardLM: Empowering large pre-trained language models to follow complex instructionsCan Xu, Qingfeng Sun, Kai Zheng, et al.2023 · 729 citations
  73. Adversarial Multi-task Learning for Text ClassificationPengfei Liu, Xipeng Qiu, Xuanjing Huang2017 · 723 citations
  74. Style Transfer in Text: Exploration and EvaluationZhenxin Fu, Xiaoye Tan, Nanyun Peng, et al.2017 · 701 citations
  75. Modeling Relation Paths for Representation Learning of Knowledge BasesYankai Lin, Zhiyuan Liu, Huanbo Luan, et al.2015 · 695 citations
  76. Effective LSTMs for Target-Dependent Sentiment ClassificationDuyu Tang, Bing Qin, Xiaocheng Feng, et al.2016 · 693 citations
  77. ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All ToolsTeam GLM, Aohan Zeng, Bin Xu, et al.2024 · 687 citations
  78. K-Adapter: Infusing Knowledge into Pre-Trained Models with AdaptersRuize Wang, Duyu Tang, Nan Duan, et al.2020 · 662 citations
  79. ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation TransferYuanmeng Yan, Rumei Li, Sirui Wang, et al.2021 · 647 citations
  80. HaluEval: A Large-Scale Hallucination Evaluation Benchmark for Large Language ModelsJunyi Li, Xiaoxue Cheng, Wayne Xin Zhao, et al.2023 · 646 citations
  81. Encouraging Divergent Thinking in Large Language Models through Multi-Agent DebateTian Liang, Zhiwei He, Wenxiang Jiao, et al.2023 · 643 citations
  82. ChatDoctor: A Medical Chat Model Fine-Tuned on a Large Language Model Meta-AI (LLaMA) Using Medical Domain KnowledgeYunxiang Li, Zihan Li, Kai Zhang, et al.2023 · 640 citations
  83. Is ChatGPT A Good Translator? Yes With GPT-4 As The EngineWenxiang Jiao, Wenxuan Wang, Jen-tse Huang, et al.2023 · 626 citations
  84. Benchmarking Large Language Models in Retrieval-Augmented GenerationJiawei Chen, Hongyu Lin, Xianpei Han, et al.2023 · 624 citations
  85. Sequential Matching Network: A New Architecture for Multi-turn Response Selection in Retrieval-Based ChatbotsYu Wu, Wei Wu, Chen Xing, et al.2017 · 624 citations
  86. LayoutLMv2: Multi-modal Pre-training for Visually-rich Document UnderstandingYang Xu, Yiheng Xu, Tengchao Lv, et al.2021 · 623 citations
  87. Using millions of emoji occurrences to learn any-domain representations for detecting sentiment, emotion and sarcasmBjarke Felbo, Alan Mislove, Anders Søgaard, et al.2017 · 617 citations
  88. Video-LLaVA: Learning United Visual Representation by Alignment Before ProjectionBin Lin, Yang Ye, Bin Zhu, et al.2023 · 614 citations
  89. Extracting Relational Facts by an End-to-End Neural Model with Copy MechanismXiangrong Zeng, Daojian Zeng, Shizhu He, et al.2018 · 607 citations
  90. RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question AnsweringYingqi Qu, Yuchen Ding, Jing Liu, et al.2021 · 601 citations
  91. A Joint Neural Model for Information Extraction with Global FeaturesYing Lin, Heng Ji, Fei Huang, et al.2020 · 600 citations
  92. HybridFlow: A Flexible and Efficient RLHF FrameworkGuangming Sheng, Chi Zhang, Zilingfeng Ye, et al.2024 · 598 citations
  93. Transformation Networks for Target-Oriented Sentiment ClassificationXin Li, Lidong Bing, Wai Lam, et al.2018 · 594 citations
  94. Co-Training for Cross-Lingual Sentiment ClassificationXiaojun Wan2009 · 594 citations
  95. A Robustly Optimized BERT Pre-training Approach with Post-trainingLiu Zhuang, Lin Wayne, Shi Ya, et al.2021 · 585 citations
  96. AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent ConversationQingyun Wu, Gagan Bansal, Jieyu Zhang, et al.2023 · 584 citations
  97. QANet: Combining Local Convolution with Global Self-Attention for Reading ComprehensionAdams Wei Yu, David Dohan, Minh-Thang Luong, et al.2018 · 581 citations
  98. Relation Classification via Multi-Level Attention CNNsLinlin Wang, Zhu Cao, Gerard de Melo, et al.2016 · 573 citations
  99. Minimum Risk Training for Neural Machine TranslationShiqi Shen, Yong Cheng, Zhongjun He, et al.2015 · 572 citations
  100. Extractive Summarization as Text MatchingMing Zhong, Pengfei Liu, Yiran Chen, et al.2020 · 567 citations

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