Benoit Steiner
Benoit Steiner has 2 papers in our library, in 2023, most of them on Language models & pretraining, Reasoning; often with Dustin Li, Esin Durmus, Evan Hubinger.
OpenAlex · ORCID · h-index 12 · 26 works · 36,728 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 5,349 times in our library · 4 more in our library without a page yet · ⭐ Paper Stars ranking: #5059
Affiliations
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 2Research subjects and languages the work is about.Reasoning · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- Measuring Faithfulness in Chain-of-Thought Reasoning (2023 · 262 citations)
Step-by-step "Chain-of-Thought" (CoT) prompting makes LLMs more accurate. It is less clear whether the written reasoning actually explains how the model reaches its answer. The authors, mostly at Anthropic, built a set of interventions to test this. They cut the CoT short, inserted an error into it, reworded it, or… - Studying Large Language Model Generalization with Influence Functions (2023 · 105 citations)
Knowing which training examples drive a given behavior in a large language model could help researchers anticipate and reduce its risks.
All works
- Device Placement Optimization with Reinforcement Learning ↗arXiv:1706.04972 · no summary yetAzalia Mirhoseini et al.2017 · 343 citations
- Measuring Faithfulness in Chain-of-Thought ReasoningarXiv:2307.13702Tamera Lanham, Anna Chen, Ansh Radhakrishnan, et al.2023 · 262 citations
- Studying Large Language Model Generalization with Influence FunctionsarXiv:2308.03296Roger Grosse, Juhan Bae, Cem Anil, et al.2023 · 105 citations
- A Hierarchical Model for Device Placement ↗International Conference on Learning Representations · no summary yetAzalia Mirhoseini et al.2018 · 100 citations
- Hierarchical Planning for Device Placement ↗no summary yetAzalia Mirhoseini et al.2018 · 20 citations
- Learning Space Partitions for Path Planning ↗arXiv (Cornell University) · no summary yetKevin Yang et al.2021 · 2 citations
Co-authors here
- Dustin Li ×2
- Esin Durmus ×2
- Evan Hubinger ×2
- Kamile Lukošiute ×2
- Alex Tamkin
- Anna Chen
- Ansh Radhakrishnan
- Carson Denison
- Cem Anil
- Danny Hernandez
- Ethan Perez
- Jackson Kernion
Venues
- International Conference on Learning Representations
Cited by
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/benoit-steiner/