🧑‍🔬 Fei Huang — all works

61 works · ← Fei Huang

1. Qwen Technical ReportarXiv:2309.16609Jinze Bai, Shuai Bai, Yunfei Chu, et al.2023 · 1,669 citations
2. A Joint Neural Model for Information Extraction with Global FeaturesAnnual Meeting of the Association for Computational Linguistics (ACL)Ying Lin, Heng Ji, Fei Huang, et al.2020 · 602 citations
3. Knowing What, How and Why: A Near Complete Solution for Aspect-Based Sentiment Analysis ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetHaiyun Peng et al.2020 · 573 citations
4. Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation ModelsarXiv:2506.05176Yanzhao Zhang, Mingxin Li, Dingkun Long, et al.2025 · 322 citations
5. API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMsConference on Empirical Methods in Natural Language Processing (EMNLP)Minghao Li, Yingxiu Zhao, Bowen Yu, et al.2023 · 286 citations
6. mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text RetrievalConference on Empirical Methods in Natural Language Processing (EMNLP)Xin Zhang, Yanzhao Zhang, Dingkun Long, et al.2024 · 237 citations
7. Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free LuncharXiv:2311.03099Le Yu, Bowen Yu, Haiyang Yu, et al.2023 · 217 citations
8. Automated Concatenation of Embeddings for Structured PredictionAnnual Meeting of the Association for Computational Linguistics (ACL)Xinyu Wang, Yong Jiang, Nguyen Bach, et al.2021 · 206 citations
9. Improving Named Entity Recognition by External Context Retrieving and Cooperative LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Xinyu Wang, Yong Jiang, Nguyen Bach, et al.2021 · 206 citations
10. RRHF: Rank Responses to Align Language Models with Human Feedback without tearsarXiv:2304.05302Zheng Yuan, Hongyi Yuan, Chuanqi Tan, et al.2023 · 201 citations
11. Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuningConference on Empirical Methods in Natural Language Processing (EMNLP)Runxin Xu, Fuli Luo, Zhiyuan Zhang, et al.2021 · 200 citations
12. mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections ↗Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yetChenliang Li et al.2022 · 194 citations
13. Preference Ranking Optimization for Human AlignmentProceedings of the AAAI Conference on Artificial IntelligenceFeifan Song, Bowen Yu, Minghao Li, et al.2023 · 188 citations
14. mPLUG-OwI2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetQinghao Ye et al.2024 · 187 citations
15. Reasoning with Language Model Prompting: A SurveyarXiv:2212.09597Shuofei Qiao, Yixin Ou, Ningyu Zhang, et al.2022 · 161 citations
16. Boundary Enhanced Neural Span Classification for Nested Named Entity Recognition ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetChuanqi Tan et al.2020 · 152 citations
17. mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality CollaborationarXiv:2311.04257Qinghao Ye, Haiyang Xu, Jiabo Ye, et al.2023 · 144 citations
18. Good Visual Guidance Make A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction ↗Findings of the Association for Computational Linguistics: NAACL 2022 · no summary yetXiang Chen et al.2022 · 144 citations
19. StructuralLM: Structural Pre-training for Form Understanding ↗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 yetChenliang Li et al.2021 · 131 citations
20. MuCGEC: a Multi-Reference Multi-Source Evaluation Dataset for Chinese Grammatical Error Correction ↗Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetYue Zhang et al.2022 · 125 citations
21. mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document UnderstandingFindings of the Association for Computational LinguisticsAnwen Hu, Haiyang Xu, Jiabo Ye, et al.2024 · 111 citations
22. E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning ↗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 yetHaiyang Xu et al.2021 · 106 citations
23. PolyLM: An Open Source Polyglot Large Language Model ↗arXiv:2307.06018 · no summary yetXiangpeng Wei et al.2023 · 103 citations
24. Qwen2.5-1M Technical ReportarXiv:2501.15383An Yang, Bowen Yu, Chengyuan Li, et al.2025 · 102 citations
25. Parallel Instance Query Network for Named Entity Recognition ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetYongliang Shen et al.2022 · 98 citations
26. PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned Generation ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetBin Bi et al.2020 · 84 citations
27. Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition ↗Findings of the Association for Computational Linguistics: ACL 2022 · no summary yetZheng Yuan et al.2022 · 80 citations
28. Aspect Sentiment Classification with Aspect-Specific Opinion Spans ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetLu Xu et al.2020 · 79 citations
29. Wider and Deeper LLM Networks are Fairer LLM EvaluatorsarXiv:2308.01862Xinghua Zhang, Bowen Yu, Haiyang Yu, et al.2023 · 75 citations
30. WebWalker: Benchmarking LLMs in Web TraversalAnnual Meeting of the Association for Computational Linguistics (ACL)Jialong Wu, Wenbiao Yin, Yong Jiang, et al.2025 · 72 citations
31. CBLUE: A Chinese Biomedical Language Understanding Evaluation BenchmarkarXiv:2106.08087Ningyu Zhang, Mosha Chen, Zhen Bi, et al.2021 · 71 citations
32. Small LLMs Are Weak Tool Learners: A Multi-LLM AgentConference on Empirical Methods in Natural Language Processing (EMNLP)Weizhou Shen, Chenliang Li, Hongzhan Chen, et al.2024 · 65 citations
33. mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL)Anwen Hu, Haiyang Xu, Liang Zhang, et al.2025 · 62 citations
34. One-Shot Learning as Instruction Data Prospector for Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Yunshui Li, Binyuan Hui, Xiaobo Xia, et al.2024 · 61 citations
35. mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models ↗arXiv:2408.04840 · no summary yetJiabo Ye et al.2024 · 60 citations
36. Improved Arabic Dialect Classification with Social Media DataConference on Empirical Methods in Natural Language Processing (EMNLP)Fei Huang2015 · 58 citations
37. WebDancer: Towards Autonomous Information Seeking AgencyConference on Neural Information Processing Systems (NeurIPS)Jialong Wu, Baixuan Li, Runnan Fang, et al.2025 · 50 citations
38. ZeroSearch: Incentivize the Search Capability of LLMs without SearchingarXiv:2505.04588Hao Sun, Zile Qiao, Jiayan Guo, et al.2025 · 50 citations
39. WebSailor: Navigating Super-human Reasoning for Web Agent ↗arXiv:2507.02592 · no summary yetKuan Li et al.2025 · 49 citations
40. AI Hospital: Benchmarking Large Language Models in a Multi-agent Medical Interaction SimulatorInternational Conference on Computational Linguistics (COLING)Zhihao Fan, Lai Wei, Jialong Tang, et al.2025 · 36 citations
41. Qwen3Guard Technical ReportarXiv:2510.14276Haiquan Zhao, Chenhan Yuan, Fei Huang, et al.2025 · 33 citations
42. ReSum: Unlocking Long-Horizon Search Intelligence via Context SummarizationarXiv:2509.13313Xixi Wu, Kuan Li, Yida Zhao, et al.2025 · 26 citations
43. VRAG-RL: Empower Vision-Perception-Based RAG for Visually Rich Information Understanding via Iterative Reasoning with Reinforcement LearningConference on Neural Information Processing Systems (NeurIPS)Qiuchen Wang, Ruixue Ding, Yu Zeng, et al.2025 · 23 citations
44. Diversify Question Generation with Retrieval-Augmented Style Transfer ↗Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yetQi Gou et al.2023 · 17 citations
45. IOPO: Empowering LLMs with Complex Instruction Following via Input-Output Preference OptimizationAnnual Meeting of the Association for Computational Linguistics (ACL)Xinghua Zhang, Haiyang Yu, Cheng Fu, et al.2025 · 14 citations
46. OmniThink: Expanding Knowledge Boundaries in Machine Writing through ThinkingConference on Empirical Methods in Natural Language Processing (EMNLP)Zekun Xi, Wenbiao Yin, Jizhan Fang, et al.2025 · 14 citations
47. QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement LearningarXiv:2505.17667Fanqi Wan, Weizhou Shen, Shengyi Liao, et al.2025 · 13 citations
48. DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point ThinkingAnnual Meeting of the Association for Computational Linguistics (ACL)Zhuoqun Li, Haiyang Yu, Xuanang Chen, et al.2025 · 10 citations
49. QwenLong-L1.5: Post-Training Recipe for Long-Context Reasoning and Memory ManagementarXiv:2512.12967Weizhou Shen, Ziyi Yang, Chenliang Li, et al.2025 · 10 citations
50. Adaptive HTER Estimation for Document-Specific MT Post-Editing ↗Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetFei Huang et al.2014 · 7 citations
51. RL-PLUS: Countering Capability Boundary Collapse of LLMs in Reinforcement Learning with Hybrid-policy OptimizationAnnual Meeting of the Association for Computational Linguistics (ACL)Yihong Dong, Xue Jiang, Yongding Tao, et al.2026 · 6 citations
52. When Harry Met Harri: Cross-lingual Name Spelling Normalization ↗Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing · no summary yetFei Huang, Ahmad Emami, Imed Zitouni2008 · 6 citations
53. EIFBENCH: Extremely Complex Instruction Following Benchmark for Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Tao Zou, Xinghua Zhang, Haiyang Yu, et al.2025 · 5 citations
54. Writing-RL: Advancing Long-form Writing via Adaptive Curriculum Reinforcement LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Xuanyu Lei, Chenliang Li, Yuning Wu, et al.2026 · 4 citations
55. EvoRoute: Experience-Driven Self-Routing LLM Agent SystemsAnnual Meeting of the Association for Computational Linguistics (ACL)Guibin Zhang, Haiyang Yu, Kaiming Yang, et al.2026 · 2 citations
56. MUSEG: Reinforcing Video Temporal Understanding via Timestamp-Aware Multi-Segment GroundingAnnual Meeting of the Association for Computational Linguistics (ACL)Fuwen Luo, Shengfeng Lou, Chi Chen, et al.2026 · 1 citation
57. Scaling External Knowledge Input Beyond Context Windows of LLMs via Multi-Agent CollaborationAnnual Meeting of the Association for Computational Linguistics (ACL)Zijun Liu, Zhennan Wan, Peng Li, et al.2026 · 1 citation
58. BrowseConf: Confidence-Guided Test-Time Scaling for Web AgentsFindings of the Association for Computational LinguisticsLitu Ou, Kuan Li, Huifeng Yin, et al.2026
59. Experience-driven Multi-turn Reinforcement Learning for GUI AgentsAnnual Meeting of the Association for Computational Linguistics (ACL)Zhengxi Lu, Jiabo Ye, Fei Tang, et al.2026
60. Format-Adapter: Improving Reasoning Capability of LLMs by Adapting Suitable FormatFindings of the Association for Computational LinguisticsDingzirui Wang, Xuanliang Zhang, Rongyu Cao, et al.2026
61. Qwen-AgentWorld: Language World Models for General AgentsarXiv:2606.24597Yuxin Zuo, Zikai Xiao, Li Sheng, et al.2026

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