Embers of autoregression show how large language models are shaped by the problem they are trained to solve.

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Title: Embers of autoregression show how large language models are shaped by the problem they are trained to solve.
Authors: McCoy RT; Department of Computer Science, Princeton University, Princeton, NJ 08542., Yao S; Department of Computer Science, Princeton University, Princeton, NJ 08542., Friedman D; Department of Computer Science, Princeton University, Princeton, NJ 08542., Hardy MD; Department of Psychology, Princeton University, Princeton, NJ 08542., Griffiths TL; Department of Computer Science, Princeton University, Princeton, NJ 08542.; Department of Psychology, Princeton University, Princeton, NJ 08542.
Source: Proceedings of the National Academy of Sciences of the United States of America [Proc Natl Acad Sci U S A] 2024 Oct 08; Vol. 121 (41), pp. e2322420121. Date of Electronic Publication: 2024 Oct 04.
Publication Type: Journal Article
Journal Info: Publisher: National Academy of Sciences Country of Publication: United States NLM ID: 7505876 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1091-6490 (Electronic) Linking ISSN: 00278424 NLM ISO Abbreviation: Proc Natl Acad Sci U S A Subsets: MEDLINE
Database: MEDLINE Ultimate
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              Text: 2024 Oct 08
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