--- title: "Michel Galley — papers of 2023 — 5 papers, the most cited first" description: "Michel Galley — papers of 2023: 5 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/michel-galley/year/2023/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/michel-galley/year/2023/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / [Michel Galley](https://md.research.elamur.ai/free/en/authors/michel-galley/) / 2023 # Michel Galley — papers of 2023 — 5 papers, the most cited first 5 papers · [all years of Michel Galley](https://md.research.elamur.ai/free/en/authors/michel-galley/#years) - [Instruction Tuning with GPT-4 arXiv:2304.03277](https://md.research.elamur.ai/free/en/papers/peng-2023-instruction-tuning-gpt-4/) — Baolin Peng, Chunyuan Li, Pengcheng He, et al. · 2023 · 662 citations - [MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts arXiv:2310.02255](https://md.research.elamur.ai/free/en/papers/lu-2023-mathvista-evaluating-mathematical-reasoning-foundation/) — Pan Lu, Hritik Bansal, Tony Xia, et al. · 2023 · 468 citations - [Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback arXiv:2302.12813](https://md.research.elamur.ai/free/en/papers/peng-2023-check-facts-try-again-improving/) — Baolin Peng, Michel Galley, Pengcheng He, et al. · 2023 · 363 citations **[Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models](https://md.research.elamur.ai/free/en/papers/lu-2023-chameleon-plug-play-compositional-reasoning/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Pan Lu, Baolin Peng, Hao Cheng, et al.*2023 · 327 citations* - [Self-Verification Improves Few-Shot Clinical Information Extraction arXiv:2306.00024 · IMLH 2023](https://md.research.elamur.ai/free/en/papers/gero-2023-self-verification-improves-few-shot/) — Zelalem Gero, Chandan Singh, Hao Cheng, et al. · 2023 · 51 citations