---
title: "Yuxiao Dong — papers of 2024 — 12 papers, the most cited first"
description: "Yuxiao Dong — papers of 2024: 12 papers on Elamur Research, the most cited first — what each work is about in our own words."
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# Yuxiao Dong — papers of 2024 — 12 papers, the most cited first

12 papers · [all years of Yuxiao Dong](https://md.research.elamur.ai/free/en/authors/yuxiao-dong/#years)

**[ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search](https://md.research.elamur.ai/free/en/papers/zhang-2024-rest-mcts-llm-self-training/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Dan Zhang, Sining Zhoubian, Ziniu Hu, et al.*2024 · 200 citations*

- [LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks arXiv:2412.15204](https://md.research.elamur.ai/free/en/papers/bai-2024-longbench-v2-deeper-understanding/) — Yushi Bai, Shangqing Tu, Jiajie Zhang, et al. · 2024 · 135 citations
- [LongAlign: A Recipe for Long Context Alignment of Large Language Models arXiv:2401.18058](https://md.research.elamur.ai/free/en/papers/bai-2024-longalign-recipe-long-context/) — Yushi Bai, Xin Lv, Jiajie Zhang, et al. · 2024 · 98 citations

**[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*

**[AutoRE: Document-Level Relation Extraction with Large Language Models](https://md.research.elamur.ai/free/en/papers/xue-2024-autore-document-level-relation-extraction/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Lilong Xue, Dan Zhang, Yuxiao Dong, et al.*2024 · 79 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*

- [LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs arXiv:2408.07055](https://md.research.elamur.ai/free/en/papers/bai-2024-longwriter-unleashing-10-000/) — Yushi Bai, Jiajie Zhang, Xin Lv, et al. · 2024 · 66 citations
- [GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot arXiv:2412.02612](https://md.research.elamur.ai/free/en/papers/zeng-2024-glm-4-voice-intelligent/) — Aohan Zeng, Zhengxiao Du, Mingdao Liu, et al. · 2024 · 65 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*

- [Scaling Speech-Text Pre-training with Synthetic Interleaved Data arXiv:2411.17607](https://md.research.elamur.ai/free/en/papers/zeng-2024-scaling-speech-text-pre-training/) — Aohan Zeng, Zhengxiao Du, Mingdao Liu, et al. · 2024 · 14 citations