---
title: "Rui Zheng — papers of 2023 — 3 papers, the most cited first"
description: "Rui Zheng — papers of 2023: 3 papers on Elamur Research, the most cited first — what each work is about in our own words."
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# Rui Zheng — papers of 2023 — 3 papers, the most cited first

3 papers · [all years of Rui Zheng](https://md.research.elamur.ai/free/en/authors/rui-zheng/#years)

**[The Rise and Potential of Large Language Model Based Agents: A Survey](https://md.research.elamur.ai/free/en/papers/xi-2023-rise-potential-large-language/) [Science China Information Sciences](https://md.research.elamur.ai/free/en/venues/science-china-information-sciences/)**Zhiheng Xi, Wenxiang Chen, Xin Guo, et al.*2023 · 1,272 citations*

- [InstructUIE: Multi-task Instruction Tuning for Unified Information Extraction arXiv:2304.08085](https://md.research.elamur.ai/free/en/papers/wang-2023-instructuie-multi-task-instruction-tuning/) — Xiao Wang, Weikang Zhou, Can Zu, et al. · 2023 · 194 citations
- [Secrets of RLHF in Large Language Models Part I: PPO arXiv:2307.04964](https://md.research.elamur.ai/free/en/papers/zheng-2023-secrets-rlhf-large-language-models/) — Rui Zheng, Shihan Dou, Songyang Gao, et al. · 2023 · 135 citations