--- title: "Shunyu Yao — papers of 2023 — 4 papers, the most cited first" description: "Shunyu Yao — papers of 2023: 4 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/shunyu-yao/year/2023/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/shunyu-yao/year/2023/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / [Shunyu Yao](https://md.research.elamur.ai/free/en/authors/shunyu-yao/) / 2023 # Shunyu Yao — papers of 2023 — 4 papers, the most cited first 4 papers · [all years of Shunyu Yao](https://md.research.elamur.ai/free/en/authors/shunyu-yao/#years) **[Reflexion: Language Agents with Verbal Reinforcement Learning](https://md.research.elamur.ai/free/en/papers/shinn-2023-reflexion-language-agents-verbal-reinforcement/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Noah Shinn, Federico Cassano, Edward Berman, et al.*2023 · 2,271 citations* - [FireAct: Toward Language Agent Fine-tuning arXiv:2310.05915](https://md.research.elamur.ai/free/en/papers/chen-2023-fireact-toward-language-agent-fine/) — Baian Chen, Chang Shu, Ehsan Shareghi, et al. · 2023 · 101 citations **[InterCode: Standardizing and Benchmarking Interactive Coding with Execution Feedback](https://md.research.elamur.ai/free/en/papers/yang-2023-intercode-standardizing-benchmarking-interactive-coding/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**John Yang, Akshara Prabhakar, Karthik Narasimhan, et al.*2023 · 95 citations* - [COLLIE: Systematic Construction of Constrained Text Generation Tasks arXiv:2307.08689](https://md.research.elamur.ai/free/en/papers/yao-2023-collie-systematic-construction-constrained-text/) — Shunyu Yao, Howard Chen, Austin W. Hanjie, et al. · 2023 · 23 citations