--- title: "Samuel R. Bowman — papers of 2023 — Elamur Research" description: "Samuel R. Bowman — 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/samuel-r-bowman/year/2023/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/samuel-r-bowman/year/2023/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / [Samuel R. Bowman](https://md.research.elamur.ai/free/en/authors/samuel-r-bowman/) / 2023 # Samuel R. Bowman — papers of 2023 — Elamur Research 5 papers · [all years of Samuel R. Bowman](https://md.research.elamur.ai/free/en/authors/samuel-r-bowman/#years) - [GPQA: A Graduate-Level Google-Proof Q&A Benchmark arXiv:2311.12022](https://md.research.elamur.ai/free/en/papers/rein-2023-gpqa-graduate-level-google-proof/) — David Rein, Betty Li Hou, Asa Cooper Stickland, et al. · 2023 · 1,018 citations **[Language Models Don't Always Say What They Think: Unfaithful Explanations in Chain-of-Thought Prompting](https://md.research.elamur.ai/free/en/papers/turpin-2023-language-models-don-t-always/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Miles Turpin, Julian Michael, Ethan Perez, et al.*2023 · 586 citations* - [Towards Understanding Sycophancy in Language Models arXiv:2310.13548](https://md.research.elamur.ai/free/en/papers/sharma-2023-towards-understanding-sycophancy-language-models/) — Mrinank Sharma, Meg Tong, Tomasz Korbak, et al. · 2023 · 384 citations - [Pretraining Language Models with Human Preferences arXiv:2302.08582](https://md.research.elamur.ai/free/en/papers/korbak-2023-pretraining-language-models-human-preferences/) — Tomasz Korbak, Kejian Shi, Angelica Chen, et al. · 2023 · 121 citations **[Two Failures of Self-Consistency in the Multi-Step Reasoning of LLMs](https://md.research.elamur.ai/free/en/papers/chen-2023-two-failures-self-consistency-multi/) [Transactions on Machine Learning Research](https://md.research.elamur.ai/free/en/venues/transactions-on-machine-learning-research/)**Angelica Chen, Jason Phang, Alicia Parrish, et al.*2023 · 25 citations*