Zobrazeno 1 - 10
of 99
pro vyhledávání: '"RUDMAN, WILLIAM"'
Vision-Language Models (VLMs) have gained community-spanning prominence due to their ability to integrate visual and textual inputs to perform complex tasks. Despite their success, the internal decision-making processes of these models remain opaque,
Externí odkaz:
http://arxiv.org/abs/2406.16320
Representations from large language models (LLMs) are known to be dominated by a small subset of dimensions with exceedingly high variance. Previous works have argued that although ablating these outlier dimensions in LLM representations hurts downst
Externí odkaz:
http://arxiv.org/abs/2310.17715
Autor:
Rudman, William, Eickhoff, Carsten
Given the success of Large Language Models (LLMs), there has been considerable interest in studying the properties of model activations. The literature overwhelmingly agrees that LLM representations are dominated by a few "outlier dimensions" with ex
Externí odkaz:
http://arxiv.org/abs/2305.19358
Publikováno v:
ACL 2022, BlackBox NLP, pages 305-313 https://aclanthology.org/2022.blackboxnlp-1.25/
In recent years, large-scale transformer decoders such as the GPT-x family of models have become increasingly popular. Studies examining the behavior of these models tend to focus only on the output of the language modeling head and avoid analysis of
Externí odkaz:
http://arxiv.org/abs/2205.12302
Publikováno v:
Rhode Island Medical Journal. Aug2024, Vol. 107 Issue 8, p21-27. 7p.
The recent success of distributed word representations has led to an increased interest in analyzing the properties of their spatial distribution. Several studies have suggested that contextualized word embedding models do not isotropically project t
Externí odkaz:
http://arxiv.org/abs/2108.07344
Publikováno v:
Findings of the Association for Computational Linguistics: ACL 2022.
The recent success of distributed word representations has led to an increased interest in analyzing the properties of their spatial distribution. Several studies have suggested that contextualized word embedding models do not isotropically project t
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f83464df8e1fa44b55fbb72949ce3fce
https://doi.org/10.18653/v1/2022.findings-acl.262
https://doi.org/10.18653/v1/2022.findings-acl.262
Publikováno v:
In The American Journal of the Medical Sciences January 2006 331(1):22-24
Autor:
Cohn, Felicia, Rudman, William J.
Publikováno v:
In The Joint Commission Journal on Quality and Safety November 2004 30(11):636-646
Autor:
Lesniak, K. T.1 (AUTHOR) klesniak@msn.com, Rudman, William2 (AUTHOR), Rector, Margaret B.1 (AUTHOR), David Elkin, T.3 (AUTHOR)
Publikováno v:
Mental Health, Religion & Culture. Mar2006, Vol. 9 Issue 1, p15-28. 14p. 3 Charts.