---
title: "Peter J. Liu — papers of 2023 — 3 papers, the most cited first"
description: "Peter J. Liu — 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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---
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# Peter J. Liu — papers of 2023 — 3 papers, the most cited first

3 papers · [all years of Peter J. Liu](https://md.research.elamur.ai/free/en/authors/peter-j-liu/#years)

- [Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models arXiv:2312.06585](https://md.research.elamur.ai/free/en/papers/singh-2023-human-data-scaling-self-training/) — Avi Singh, John D. Co-Reyes, Rishabh Agarwal, et al. · 2023 · 147 citations
- [SLiC-HF: Sequence Likelihood Calibration with Human Feedback arXiv:2305.10425](https://md.research.elamur.ai/free/en/papers/zhao-2023-slic-hf-sequence-likelihood-calibration/) — Yao Zhao, Rishabh Joshi, Tianqi Liu, et al. · 2023 · 141 citations
- [Statistical Rejection Sampling Improves Preference Optimization arXiv:2309.06657](https://md.research.elamur.ai/free/en/papers/liu-2023-statistical-rejection-sampling-improves-preference/) — Tianqi Liu, Yao Zhao, Rishabh Joshi, et al. · 2023 · 105 citations