Do LLMs dream of elephants (when told not to)? Latent concept association and associative memory in transformers

Do LLMs dream of elephants (when told not to)? Latent concept association and associative memory in transformers

Item #:: 079017-2163
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DOI: https://doi.org/10.52202/079017-2163
Author(s): Bryon Aragam, Yibo Jiang, Goutham Rajendran, Pradeep Ravikumar
Pages: 67712-67757 (46 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

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DOI: https://doi.org/10.52202/079017-2163
Author(s): Bryon Aragam, Yibo Jiang, Goutham Rajendran, Pradeep Ravikumar
Pages: 67712-67757 (46 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)