--- title: "Pengcheng He — papers of 2023 — 5 papers, the most cited first" description: "Pengcheng He — 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/pengcheng-he/year/2023/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/pengcheng-he/year/2023/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / [Pengcheng He](https://md.research.elamur.ai/free/en/authors/pengcheng-he/) / 2023 # Pengcheng He — papers of 2023 — 5 papers, the most cited first 5 papers · [all years of Pengcheng He](https://md.research.elamur.ai/free/en/authors/pengcheng-he/#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 **[Query Rewriting in Retrieval-Augmented Large Language Models](https://md.research.elamur.ai/free/en/papers/ma-2023-query-rewriting-retrieval-augmented-large/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Xinbei Ma, Yeyun Gong, Pengcheng He, et al.*2023 · 384 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 - [DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models arXiv:2309.03883](https://md.research.elamur.ai/free/en/papers/chuang-2023-dola-decoding-contrasting-layers-improves/) — Yung-Sung Chuang, Yujia Xie, Hongyin Luo, et al. · 2023 · 269 citations - [AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning arXiv:2303.10512](https://md.research.elamur.ai/free/en/papers/zhang-2023-adalora-adaptive-budget-allocation-parameter/) — Qingru Zhang, Minshuo Chen, Alexander Bukharin, et al. · 2023 · 173 citations