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Language Models (Mostly) Know What They Know

S. Kadavath, T. Conerly, A. Askell, T. Henighan, D. Drain, E. Perez, N. Schiefer, Z. Hatfield-Dodds, N. DasSarma, E. Tran-Johnson, S. Johnston, S. El-Showk, A. Jones, N. Elhage, T. Hume, A. Chen, Y. Bai, S. Bowman, S. Fort, D. Ganguli, D. Hernandez, J. Jacobson, J. Kernion, S. Kravec, L. Lovitt, K. Ndousse, C. Olsson, S. Ringer, D. Amodei, T. Brown, J. Clark, N. Joseph, B. Mann, S. McCandlish, C. Olah, and J. Kaplan. (2022)cite arxiv:2207.05221Comment: 23+17 pages; refs added, typos fixed.

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Indranil Ganguli

Arnab Ganguli

Deep Seth

Ralf Deepen

Deep Bhattacharjee Co-author

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Druid: a real-time analytical data store.F. Yang, E. Tschetter, X. Léauté, N. Ray, G. Merlino, and D. Ganguli. SIGMOD Conference, page 157-168. ACM, (2014)In-context Learning and Induction Heads.C. Olsson, N. Elhage, N. Nanda, N. Joseph, N. DasSarma, T. Henighan, B. Mann, A. Askell, Y. Bai, A. Chen and 16 other author(s). CoRR, (2022)Opportunities and Risks of LLMs for Scalable Deliberation with Polis.C. Small, I. Vendrov, E. Durmus, H. Homaei, E. Barry, J. Cornebise, T. Suzman, D. Ganguli, and C. Megill. CoRR, (2023)Discovering Language Model Behaviors with Model-Written Evaluations.E. Perez, S. Ringer, K. Lukosiute, K. Nguyen, E. Chen, S. Heiner, C. Pettit, C. Olsson, S. Kundu, S. Kadavath and 53 other author(s). ACL (Findings), page 13387-13434. Association for Computational Linguistics, (2023)Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language modelsA. Srivastava, A. Rastogi, A. Rao, A. Shoeb, A. Abid, A. Fisch, A. Brown, A. Santoro, A. Gupta, A. Garriga-Alonso and 441 other author(s). (2022)cite arxiv:2206.04615Comment: 27 pages, 17 figures + references and appendices, repo: https://github.com/google/BIG-bench.Druid A Real-time Analytical Data StoreF. Yang, E. Tschetter, X. Léauté, N. Ray, G. Merlino, and D. Ganguli. Spektrum der Wissenschaft, (6): 64-71 (2013)mit Lit.-Hinweis.Predictability and Surprise in Large Generative Models.D. Ganguli, D. Hernandez, L. Lovitt, N. DasSarma, T. Henighan, A. Jones, N. Joseph, J. Kernion, B. Mann, A. Askell and 20 other author(s). CoRR, (2022)Sleeper Agents: Training Deceptive LLMs that Persist Through Safety Training.E. Hubinger, C. Denison, J. Mu, M. Lambert, M. Tong, M. MacDiarmid, T. Lanham, D. Ziegler, T. Maxwell, N. Cheng and 29 other author(s). CoRR, (2024)Implicit encoding of prior probabilities in optimal neural populations.D. Ganguli, and E. Simoncelli. NIPS, page 658-666. Curran Associates, Inc., (2010)Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned.D. Ganguli, L. Lovitt, J. Kernion, A. Askell, Y. Bai, S. Kadavath, B. Mann, E. Perez, N. Schiefer, K. Ndousse and 26 other author(s). CoRR, (2022)

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Disambiguation of "Ganguli, Deep"

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Language Models (Mostly) Know What They Know

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Indranil Ganguli

Arnab Ganguli

Deep Seth

Ralf Deepen

Deep Bhattacharjee Co-author

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Ganguli, Deep"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Language Models (Mostly) Know What They Know

Please choose a person to relate this publication to

Indranil Ganguli

Arnab Ganguli

Deep Seth

Ralf Deepen

Deep Bhattacharjee Co-author

Other publications of authors with the same name

Disambiguation

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URL
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Language Models (Mostly) Know What They Know