---
title: "Xiao Liu — papers of 2024 — 8 papers, the most cited first"
description: "Xiao Liu — papers of 2024: 8 papers on Elamur Research, the most cited first — what each work is about in our own words."
canonical: "https://research.elamur.ai/free/en/authors/xiao-liu/year/2024/"
---
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# Xiao Liu — papers of 2024 — 8 papers, the most cited first

8 papers · [all years of Xiao Liu](https://md.research.elamur.ai/free/en/authors/xiao-liu/#years)

**[AutoWebGLM: A Large Language Model-based Web Navigating Agent](https://md.research.elamur.ai/free/en/papers/lai-2024-autowebglm-large-language-model-based/) [ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)](https://md.research.elamur.ai/free/en/venues/acm-sigkdd-conference-on-knowledge-discovery-and-data-mining-kdd/)**Hanyu Lai, Xiao Liu, Iat Long Iong, et al.*2024 · 96 citations*

**[Black-Box Prompt Optimization: Aligning Large Language Models without Model Training](https://md.research.elamur.ai/free/en/papers/cheng-2024-black-box-prompt-optimization-aligning/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jiale Cheng, Xiao Liu, Kehan Zheng, et al.*2024 · 72 citations*

- [Rho-1: Not All Tokens Are What You Need arXiv:2404.07965](https://md.research.elamur.ai/free/en/papers/lin-2024-rho-1-all-tokens-need/) — Zhenghao Lin, Zhibin Gou, Yeyun Gong, et al. · 2024 · 59 citations

**[Can Multiple-choice Questions Really Be Useful in Detecting the Abilities of LLMs?](https://md.research.elamur.ai/free/en/papers/li-2024-can-multiple-choice-questions-really/) [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/)**Wangyue Li, Liangzhi Li, Tong Xiang, et al.*2024 · 47 citations*

- [ChatGLM-Math: Improving Math Problem-Solving in Large Language Models with a Self-Critique Pipeline arXiv:2404.02893](https://md.research.elamur.ai/free/en/papers/xu-2024-chatglm-math-improving-math/) — Yifan Xu, Xiao Liu, Xinghan Liu, et al. · 2024 · 30 citations
- [ChatGLM-RLHF: Practices of Aligning Large Language Models with Human Feedback arXiv:2404.00934](https://md.research.elamur.ai/free/en/papers/hou-2024-chatglm-rlhf-practices-aligning/) — Zhenyu Hou, Yilin Niu, Zhengxiao Du, et al. · 2024 · 17 citations

**[NaturalCodeBench: Examining Coding Performance Mismatch on HumanEval and Natural User Queries](https://md.research.elamur.ai/free/en/papers/zhang-2024-naturalcodebench-examining-coding-performance-mismatch/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Shudan Zhang, Hanlin Zhao, Xiao Liu, et al.*2024 · 17 citations*

**[QUDSELECT: Selective Decoding for Questions Under Discussion Parsing](https://md.research.elamur.ai/free/en/papers/suvarna-2024-qudselect-selective-decoding-questions-under/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Ashima Suvarna, Xiao Liu, Tanmay Parekh, et al.*2024 · 7 citations*