🧑‍🔬 Nan Duan — all works

44 works · ← Nan Duan

1. CodeBERT: A Pre-Trained Model for Programming and Natural LanguagesFindings of the Association for Computational LinguisticsZhangyin Feng, Daya Guo, Duyu Tang, et al.2020 · 2,967 citations
2. Unicoder-VL: A Universal Encoder for Vision and Language by Cross-Modal Pre-Training ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetGen Li et al.2020 · 925 citations
3. UniXcoder: Unified Cross-Modal Pre-training for Code RepresentationAnnual Meeting of the Association for Computational Linguistics (ACL)Daya Guo, Shuai Lu, Nan Duan, et al.2022 · 769 citations
4. K-Adapter: Infusing Knowledge into Pre-Trained Models with AdaptersarXiv:2002.01808Ruize Wang, Duyu Tang, Nan Duan, et al.2020 · 666 citations
5. AGIEval: A Human-Centric Benchmark for Evaluating Foundation ModelsFindings of the Association for Computational LinguisticsWanjun Zhong, Ruixiang Cui, Yiduo Guo, et al.2024 · 575 citations
6. ProphetNet: Predicting Future N-gram for Sequence-to-SequencePre-trainingFindings of the Association for Computational LinguisticsWeizhen Qi, Yu Yan, Yeyun Gong, et al.2020 · 453 citations
7. CMMLU: Measuring massive multitask language understanding in ChinesearXiv:2306.09212Haonan Li, Yixuan Zhang, Fajri Koto, et al.2023 · 387 citations
8. Query Rewriting in Retrieval-Augmented Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Xinbei Ma, Yeyun Gong, Pengcheng He, et al.2023 · 384 citations
9. Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation SynergyarXiv:2305.15294Zhihong Shao, Yeyun Gong, Yelong Shen, et al.2023 · 383 citations
10. Question Generation for Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Nan Duan, Duyu Tang, Peng Chen, et al.2017 · 372 citations
11. XGLUE: A New Benchmark Dataset for Cross-lingual Pre-training, Understanding and GenerationConference on Empirical Methods in Natural Language Processing (EMNLP)Yaobo Liang, Nan Duan, Yeyun Gong, et al.2020 · 358 citations
12. GraphCodeBERT: Pre-training Code Representations with Data FlowarXiv:2009.08366Daya Guo, Shuo Ren, Shuai Lu, et al.2021 · 332 citations
13. Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation ModelsarXiv:2303.04671Chenfei Wu, Shengming Yin, Weizhen Qi, et al.2023 · 328 citations
14. CRITIC: Large Language Models Can Self-Correct with Tool-Interactive CritiquingarXiv:2305.11738Zhibin Gou, Zhihong Shao, Yeyun Gong, et al.2023 · 326 citations
15. Baize: An Open-Source Chat Model with Parameter-Efficient Tuning on Self-Chat DataConference on Empirical Methods in Natural Language Processing (EMNLP)Canwen Xu, Daya Guo, Nan Duan, et al.2023 · 296 citations
16. 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
17. Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetShangwen Lv et al.2020 · 247 citations
18. Constraint-Based Question Answering with Knowledge GraphInternational Conference on Computational Linguistics (COLING)Junwei Bao, Nan Duan, Zhao Yan, et al.2016 · 228 citations
19. ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem SolvingarXiv:2309.17452Zhibin Gou, Zhihong Shao, Yeyun Gong, et al.2023 · 225 citations
20. Compare to The Knowledge: Graph Neural Fake News Detection with External Knowledge ↗Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yetLinmei Hu et al.2021 · 225 citations
21. Reasoning Over Semantic-Level Graph for Fact CheckingAnnual Meeting of the Association for Computational Linguistics (ACL)Wanjun Zhong, Jingjing Xu, Duyu Tang, et al.2020 · 222 citations
22. Building Task-Oriented Dialogue Systems for Online Shopping ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetZhao Yan et al.2017 · 195 citations
23. Joint Type Inference on Entities and Relations via Graph Convolutional Networks ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetChangzhi Sun et al.2019 · 157 citations
24. AnnoLLM: Making Large Language Models to Be Better Crowdsourced AnnotatorsarXiv:2303.16854Xingwei He, Zhenghao Lin, Yeyun Gong, et al.2023 · 152 citations
25. Graph Neural News Recommendation with Unsupervised Preference Disentanglement ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetLinmei Hu et al.2020 · 146 citations
26. WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach ↗Findings of the Association for Computational Linguistics: EMNLP 2021 · no summary yetJunjie Huang et al.2021 · 128 citations
27. ReACC: A Retrieval-Augmented Code Completion FrameworkAnnual Meeting of the Association for Computational Linguistics (ACL)Shuai Lu, Nan Duan, Hojae Han, et al.2022 · 125 citations
28. DocChat: An Information Retrieval Approach for Chatbot Engines Using Unstructured Documents ↗Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetZhao Yan et al.2016 · 123 citations
29. Multi-Task Learning for Conversational Question Answering over a Large-Scale Knowledge Base ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetTao Shen et al.2019 · 110 citations
30. CoSQA: 20,000+ Web Queries for Code Search and Question Answering ↗Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yetJunjie Huang et al.2021 · 99 citations
31. Semantic Parsing with Syntax- and Table-Aware SQL Generation ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetYibo Sun et al.2018 · 88 citations
32. Question Generation from SQL Queries Improves Neural Semantic Parsing ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetDaya Guo et al.2018 · 82 citations
33. RikiNet: Reading Wikipedia Pages for Natural Question Answering ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetDayiheng Liu et al.2020 · 78 citations
34. Dense Procedure Captioning in Narrated Instructional Videos ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetBotian Shi et al.2019 · 77 citations
35. Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetBo Zheng et al.2020 · 72 citations
36. Mask Attention Networks: Rethinking and Strengthen Transformer ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetZhihao Fan et al.2021 · 69 citations
37. NUWA-XL: Diffusion over Diffusion for eXtremely Long Video Generation ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetShengming Yin et al.2023 · 66 citations
38. Key-Point-Driven Data Synthesis with its Enhancement on Mathematical Reasoning ↗arXiv:2403.02333 · no summary yetYiming Huang et al.2024 · 45 citations
39. Code Execution with Pre-trained Language Models ↗Findings of the Association for Computational Linguistics: ACL 2023 · no summary yetChenxiao Liu et al.2023 · 38 citations
40. Neural Semantic Parsing in Low-Resource Settings with Back-Translation and Meta-Learning ↗arXiv:1909.05438 · no summary yetYibo Sun et al.2019 · 38 citations
41. A Benchmark for Structured Procedural Knowledge Extraction from Cooking Videos ↗Proceedings of the First International Workshop on Natural Language Processing Beyond Text · no summary yetFrank F. Xu et al.2020 · 27 citations
42. Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation ModelarXiv:2502.10248Guoqing Ma, Haoyang Huang, Kun Yan, et al.2025 · 21 citations
43. Paraphrasing Adaptation for Web Search Ranking ↗Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetChenguang Wang et al.2013 · 11 citations
44. Forced Derivation Tree based Model Training to Statistical Machine Translation ↗Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning · no summary yetNan Duan, Mu Li, Ming Zhou2012 · 4 citations

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