🧑‍🔬 Xiao Liu — all works

39 works · ← Xiao Liu

1. GLM: General Language Model Pretraining with Autoregressive Blank InfillingAnnual Meeting of the Association for Computational Linguistics (ACL)Zhengxiao Du, Yujie Qian, Xiao Liu, et al.2022 · 1,455 citations
2. GPT Understands, TooAI OpenXiao Liu, Yanan Zheng, Zhengxiao Du, et al.2021 · 1,054 citations
3. P-Tuning: Prompt Tuning Can Be Comparable to Fine-tuning Across Scales and TasksAnnual Meeting of the Association for Computational Linguistics (ACL)Xiao Liu, Kaixuan Ji, Yicheng Fu, et al.2022 · 1,017 citations
4. GLM-130B: An Open Bilingual Pre-trained ModelarXiv:2210.02414Aohan Zeng, Xiao Liu, Zhengxiao Du, et al.2022 · 786 citations
5. LongBench: A Bilingual, Multitask Benchmark for Long Context UnderstandingarXiv:2308.14508Yushi Bai, Xin Lv, Jiajie Zhang, et al.2023 · 514 citations
6. Jointly Multiple Events Extraction via Attention-based Graph Information AggregationConference on Empirical Methods in Natural Language Processing (EMNLP)Xiao Liu, Zhunchen Luo, Heyan Huang2018 · 509 citations
7. P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and TasksarXiv:2110.07602Xiao Liu, Kaixuan Ji, Yicheng Fu, et al.2021 · 469 citations
8. AgentBench: Evaluating LLMs as AgentsarXiv:2308.03688Xiao Liu, Hao Yu, Hanchen Zhang, et al.2023 · 432 citations
9. AgentTuning: Enabling Generalized Agent Abilities for LLMsarXiv:2310.12823Aohan Zeng, Mingdao Liu, Rui Lu, et al.2023 · 163 citations
10. Dynamic Prefix-Tuning for Generative Template-based Event ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL)Xiao Liu, Heyan Huang, Ge Shi, et al.2022 · 145 citations
11. SafetyBench: Evaluating the Safety of Large Language ModelsarXiv:2309.07045Zhexin Zhang, Leqi Lei, Lindong Wu, et al.2023 · 140 citations
12. Neighborhood Matching Network for Entity Alignment ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetYuting Wu et al.2020 · 134 citations
13. Language Models are Open Knowledge Graphs ↗arXiv (Cornell University) · no summary yetChenguang Wang, Xiao Liu, Dawn Xiaodong Song2020 · 126 citations
14. Extractive Summarization via ChatGPT for Faithful Summary Generation ↗Findings of the Association for Computational Linguistics: EMNLP 2023 · no summary yetHaopeng Zhang, Xiao Liu, Jiawei Zhang2023 · 114 citations
15. AutoWebGLM: A Large Language Model-based Web Navigating AgentACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Hanyu Lai, Xiao Liu, Iat Long Iong, et al.2024 · 96 citations
16. WebGLM: Towards An Efficient Web-Enhanced Question Answering System with Human PreferencesACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Xiao Liu, Hanyu Lai, Hao Yu, et al.2023 · 95 citations
17. SummIt: Iterative Text Summarization via ChatGPT ↗Findings of the Association for Computational Linguistics: EMNLP 2023 · no summary yetHaopeng Zhang, Xiao Liu, Jiawei Zhang2023 · 91 citations
18. DeepStruct: Pretraining of Language Models for Structure Prediction ↗Findings of the Association for Computational Linguistics: ACL 2022 · no summary yetChenguang Wang et al.2022 · 83 citations
19. AlignBench: Benchmarking Chinese Alignment of Large Language ModelsarXiv:2311.18743Xiao Liu, Xuanyu Lei, Shengyuan Wang, et al.2023 · 74 citations
20. Black-Box Prompt Optimization: Aligning Large Language Models without Model TrainingAnnual Meeting of the Association for Computational Linguistics (ACL)Jiale Cheng, Xiao Liu, Kehan Zheng, et al.2024 · 72 citations
21. CritiqueLLM: Towards an Informative Critique Generation Model for Evaluation of Large Language Model GenerationarXiv:2311.18702Pei Ke, Bosi Wen, Zhuoer Feng, et al.2023 · 69 citations
22. Can Multiple-choice Questions Really Be Useful in Detecting the Abilities of LLMs?Language Resources and Evaluation Conference (LREC)Wangyue Li, Liangzhi Li, Tong Xiang, et al.2024 · 47 citations
23. Everything Has a Cause: Leveraging Causal Inference in Legal Text Analysis ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetXiao Liu et al.2021 · 44 citations
24. ChatGLM-Math: Improving Math Problem-Solving in Large Language Models with a Self-Critique PipelinearXiv:2404.02893Yifan Xu, Xiao Liu, Xinghan Liu, et al.2024 · 30 citations
25. AndroidLab: Training and Systematic Benchmarking of Android Autonomous AgentsAnnual Meeting of the Association for Computational Linguistics (ACL)Yifan Xu, Xiao Liu, Xueqiao Sun, et al.2025 · 27 citations
26. A Survey of Post-Training Scaling in Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Hanyu Lai, Xiao Liu, Junjie Gao, et al.2025 · 18 citations
27. ChatGLM-RLHF: Practices of Aligning Large Language Models with Human FeedbackarXiv:2404.00934Zhenyu Hou, Yilin Niu, Zhengxiao Du, et al.2024 · 17 citations
28. NaturalCodeBench: Examining Coding Performance Mismatch on HumanEval and Natural User QueriesFindings of the Association for Computational LinguisticsShudan Zhang, Hanlin Zhao, Xiao Liu, et al.2024 · 17 citations
29. IELM: An Open Information Extraction Benchmark for Pre-Trained Language Models ↗Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yetChenguang Wang, Xiao Liu, Dawn Song2022 · 9 citations
30. TL;DR: Too Long, Do Re-weighting for Efficient LLM Reasoning CompressionarXiv:2506.02678Zhong-Zhi Li, Xiao Liang, Zihao Tang, et al.2025 · 8 citations
31. QUDSELECT: Selective Decoding for Questions Under Discussion ParsingConference on Empirical Methods in Natural Language Processing (EMNLP)Ashima Suvarna, Xiao Liu, Tanmay Parekh, et al.2024 · 7 citations
32. Glyph: Scaling Context Windows via Visual-Text CompressionAnnual Meeting of the Association for Computational Linguistics (ACL)Jiale Cheng, Yusen Liu, Xinyu Zhang, et al.2026 · 6 citations
33. Read it in Two Steps: Translating Extremely Low-Resource Languages with Code-Augmented Grammar Books ↗Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetChen Zhang et al.2025 · 6 citations
34. Data Mixing Agent: Learning to Re-weight Domains for Continual Pre-trainingAnnual Meeting of the Association for Computational Linguistics (ACL)Kailai Yang, Xiao Liu, Lei Ji, et al.2026 · 1 citation
35. COSMOS: Connectivity-Oriented Submodular Maximization for Optimal Subgraph RetrievalAnnual Meeting of the Association for Computational Linguistics (ACL)Boci Peng, Xiao Liu, Boren Hu, et al.2026
36. DynamixSFT: Dynamic Mixture Optimization of Instruction Tuning CollectionsFindings of the Association for Computational LinguisticsHaebin Shin, Lei Ji, Xiao Liu, et al.2026
37. EXCEEDS: Extracting Complex Events via Nugget-based Grid Modeling in Scientific DomainAnnual Meeting of the Association for Computational Linguistics (ACL)Yi-Fan Lu, Xian-Ling Mao, Bo Wang, et al.2026
38. GATE: Graph-based Adaptive Tool Evolution Across Diverse TasksAnnual Meeting of the Association for Computational Linguistics (ACL)Jianwen Luo, Yiming Huang, Jinxiang Meng, et al.2026
39. KARL: Reinforcement Learning for LLM Agents on Multi-Turn Knowledge-Intensive Agentic TasksAnnual Meeting of the Association for Computational Linguistics (ACL)Xueqiao Sun, Xiao Liu, Bowen Lv, et al.2026

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