🧑‍🔬 Wayne Xin Zhao — all works

34 works · ← Wayne Xin Zhao

1. A Survey of Large Language ModelsFrontiers of Computer ScienceWayne Xin Zhao, Kun Zhou, Junyi Li, et al.2023 · 2,875 citations
2. A Survey on Large Language Model based Autonomous AgentsFrontiers of Computer ScienceLei Wang, Chen Ma, Xueyang Feng, et al.2023 · 2,284 citations
3. HaluEval: A Large-Scale Hallucination Evaluation Benchmark for Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Junyi Li, Xiaoxue Cheng, Wayne Xin Zhao, et al.2023 · 651 citations
4. PDFormer: Propagation Delay-Aware Dynamic Long-Range Transformer for Traffic Flow Prediction ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetJiawei Jiang et al.2023 · 639 citations
5. 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
6. 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
7. Large Language Models are Zero-Shot Rankers for Recommender Systems ↗arXiv:2305.08845 · no summary yetYupeng Hou et al.2023 · 394 citations
8. 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
9. Pre-Trained Language Models for Text Generation: A Survey ↗ACM Computing Surveys · no summary yetJunyi Li et al.2024 · 243 citations
10. Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought PromptingarXiv:2305.07004Haoyang Huang, Tianyi Tang, Dongdong Zhang, et al.2023 · 224 citations
11. Towards Topic-Guided Conversational Recommender System ↗Proceedings of the 28th International Conference on Computational Linguistics · no summary yetKun Zhou et al.2020 · 201 citations
12. Lighter and Better: Low-Rank Decomposed Self-Attention Networks for Next-Item Recommendation ↗International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yetXinyan Fan et al.2021 · 143 citations
13. R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement LearningarXiv:2503.05592Huatong Song, Jinhao Jiang, Yingqian Min, et al.2025 · 141 citations
14. Counterfactual Data-Augmented Sequential Recommendation ↗International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yetZhenlei Wang et al.2021 · 129 citations
15. KERL ↗International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yetPengfei Wang et al.2020 · 120 citations
16. Dual Sparse Attention Network For Session-based Recommendation ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetJiahao Yuan et al.2021 · 118 citations
17. Don't Make Your LLM an Evaluation Benchmark Cheater ↗arXiv:2311.01964 · no summary yetKun Zhou et al.2023 · 112 citations
18. Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval AugmentationInternational Conference on Computational Linguistics (COLING)Ruiyang Ren, Yuhao Wang, Yingqi Qu, et al.2025 · 101 citations
19. KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge GraphAnnual Meeting of the Association for Computational Linguistics (ACL)Jinhao Jiang, Kun Zhou, Wayne Xin Zhao, et al.2025 · 78 citations
20. Imitate, Explore, and Self-Improve: A Reproduction Report on Slow-thinking Reasoning Systems ↗arXiv:2412.09413 · no summary yetYingqian Min et al.2024 · 66 citations
21. User Behavior Simulation with Large Language Model based Agents ↗arXiv:2306.02552 · no summary yetLei Wang et al.2023 · 64 citations
22. Reasoning with Exploration: An Entropy Perspective ↗arXiv:2506.14758 · no summary yetDaixuan Cheng et al.2025 · 63 citations
23. BAMBOO: A Comprehensive Benchmark for Evaluating Long Text Modeling Capacities of Large Language ModelsLanguage Resources and Evaluation Conference (LREC)Zican Dong, Tianyi Tang, Junyi Li, et al.2024 · 59 citations
24. REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Yuhao Wang, Ruiyang Ren, Junyi Li, et al.2024 · 55 citations
25. Domain Adaptation for Person-Job Fit with Transferable Deep Global Match Network ↗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 yetShuqing Bian et al.2019 · 54 citations
26. Few-shot Knowledge Graph-to-Text Generation with Pretrained Language Models ↗Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 · no summary yetJunyi Li et al.2021 · 53 citations
27. RAG-Star: Enhancing Deliberative Reasoning with Retrieval Augmented Verification and RefinementConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Jinhao Jiang, Jiayi Chen, Junyi Li, et al.2025 · 31 citations
28. Towards Effective and Efficient Continual Pre-training of Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Jie Chen, Zhipeng Chen, Jiapeng Wang, et al.2025 · 29 citations
29. JiuZhang3.0: Efficiently Improving Mathematical Reasoning by Training Small Data Synthesis Models ↗arXiv:2405.14365 · no summary yetKun Zhou et al.2024 · 29 citations
30. Unlocking General Long Chain-of-Thought Reasoning Capabilities of Large Language Models via Representation EngineeringAnnual Meeting of the Association for Computational Linguistics (ACL)Xinyu Tang, Xiaolei Wang, Zhihao Lv, et al.2025 · 19 citations
31. What Makes for Good Visual Instructions? Synthesizing Complex Visual Reasoning Instructions for Visual Instruction TuningInternational Conference on Computational Linguistics (COLING)Yifan Du, Hangyu Guo, Kun Zhou, et al.2025 · 13 citations
32. Towards Effective Ancient Chinese Translation: Dataset, Model, and Evaluation ↗arXiv:2308.00240 · no summary yetGeyang Guo et al.2023 · 11 citations
33. ReForm: Reflective Autoformalization with Prospective Bounded Sequence OptimizationarXiv:2510.24592Guoxin Chen, Jing Wu, Xinjie Chen, et al.2025 · 8 citations
34. CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA CapabilityConference on Empirical Methods in Natural Language Processing (EMNLP)Han Peng, Jinhao Jiang, Zican Dong, et al.2025 · 4 citations

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