Alex Tamkin
Alex Tamkin has 2 papers in our library, in 2021–2023, most of them on Language models & pretraining; often with Benoit Steiner, Cem Anil, Deep Ganguli.
OpenAlex · ORCID · Wikidata · h-index 13 · 45 works · 2,838 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 1,560 times in our library · 8 more in our library without a page yet · ⭐ Paper Stars ranking: #5630
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksSafety Research · 1 workSocial Sciences · 1 work
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 2 works
Works by year
2020s
Papers
- Understanding the Capabilities, Limitations, and Societal Impact of Large Language Models (2021 · 185 citations)
This document is not an experimental study. It is a structured report of a closed meeting on 14 October 2020, where researchers from OpenAI, Stanford HAI and other universities discussed open questions raised by GPT-3. Attendees came from computer science, linguistics, philosophy, political science, cyber policy and… - 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
- Understanding the Capabilities, Limitations, and Societal Impact of Large Language ModelsarXiv:2102.02503Alex Tamkin, Miles Brundage, Jack Clark, et al.2021 · 185 citations
- Many-shot Jailbreaking ↗neural information processing systems · no summary yetCem Anil et al.2024 · 109 citations
- Studying Large Language Model Generalization with Influence FunctionsarXiv:2308.03296Roger Grosse, Juhan Bae, Cem Anil, et al.2023 · 105 citations
- Evaluating and Mitigating Discrimination in Language Model Decisions ↗arXiv (Cornell University) · no summary yetAlex Tamkin et al.2023 · 49 citations
- Sycophancy to Subterfuge: Investigating Reward-Tampering in Large Language Models ↗arXiv (Cornell University) · no summary yetCarson Denison et al.2024 · 46 citations
- Clio: Privacy-Preserving Insights into Real-World AI Use ↗arXiv (Cornell University) · no summary yetAlex Tamkin et al.2024 · 36 citations
- Which Economic Tasks are Performed with AI? Evidence from Millions of Claude Conversations ↗arXiv (Cornell University) · no summary yetKunal Handa et al.2025 · 30 citations
- Language Through a Prism: A Spectral Approach for Multiscale Language Representations ↗arXiv (Cornell University) · no summary yetAlex Tamkin, Dan Jurafsky, Noah D. Goodman2020 · 22 citations
- Recursive Routing Networks: Learning to Compose Modules for Language Understanding ↗Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) · no summary yetIgnacio Cases et al.2019 · 19 citations
- Bayesian Preference Elicitation with Language Models ↗arXiv:2403.05534 · no summary yetKunal Handa et al.2024 · 8 citations
Co-authors here
- Benoit Steiner
- Cem Anil
- Deep Ganguli
- Dustin Li
- Esin Durmus
- Ethan Perez
- Evan Hubinger
- Jack Clark
- Kamile Lukošiute
- Miles Brundage
- Nelson Elhage
Venues
- Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)
- neural information processing systems
Cited by
Updated
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