---
title: "Percy Liang — papers of 2023 — 6 papers, the most cited first"
description: "Percy Liang — papers of 2023: 6 papers on Elamur Research, the most cited first — what each work is about in our own words."
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# Percy Liang — papers of 2023 — 6 papers, the most cited first

6 papers · [all years of Percy Liang](https://md.research.elamur.ai/free/en/authors/percy-liang/#years)

**[Lost in the Middle: How Language Models Use Long Contexts](https://md.research.elamur.ai/free/en/papers/liu-2023-lost-middle-language-models-use/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Nelson F. Liu, Kevin Lin, John Hewitt, et al.*2023 · 2,584 citations*

**[AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback](https://md.research.elamur.ai/free/en/papers/dubois-2023-alpacafarm-simulation-framework-methods-that/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Yann Dubois, Xuechen Li, Rohan Taori, et al.*2023 · 456 citations*

- [Whose Opinions Do Language Models Reflect? arXiv:2303.17548](https://md.research.elamur.ai/free/en/papers/santurkar-2023-whose-opinions-language-models-reflect/) — Shibani Santurkar, Esin Durmus, Faisal Ladhak, et al. · 2023 · 414 citations
- [FlexGen: High-Throughput Generative Inference of Large Language Models with a Single GPU arXiv:2303.06865](https://md.research.elamur.ai/free/en/papers/sheng-2023-flexgen-high-throughput-generative-inference/) — Ying Sheng, Lianmin Zheng, Binhang Yuan, et al. · 2023 · 402 citations

**[Evaluating Verifiability in Generative Search Engines](https://md.research.elamur.ai/free/en/papers/liu-2023-evaluating-verifiability-generative-search-engines/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Nelson Liu, Tianyi Zhang, Percy Liang*2023 · 302 citations*

- [MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation arXiv:2310.03302](https://md.research.elamur.ai/free/en/papers/huang-2023-mlagentbench-evaluating-language-agents/) — Qian Huang, Jian Vora, Percy Liang, et al. · 2023 · 147 citations