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pro vyhledávání: '"Avitan, Matan"'
Autor:
Zimerman, Itamar, Adir, Allon, Aharoni, Ehud, Avitan, Matan, Baruch, Moran, Drucker, Nir, Lerner, Jenny, Masalha, Ramy, Meiri, Reut, Soceanu, Omri
Modern cryptographic methods for implementing privacy-preserving LLMs such as Homomorphic Encryption (HE) require the LLMs to have a polynomial form. Forming such a representation is challenging because Transformers include non-polynomial components,
Externí odkaz:
http://arxiv.org/abs/2410.09457
Interventions targeting the representation space of language models (LMs) have emerged as an effective means to influence model behavior. Such methods are employed, for example, to eliminate or alter the encoding of demographic information such as ge
Externí odkaz:
http://arxiv.org/abs/2402.11355
Autor:
Avitan, Matan1 (AUTHOR), Ravve, Elena V.2 (AUTHOR) vlvolkov@braude.ac.il, Volkovich, Zeev2 (AUTHOR)
Publikováno v:
Mathematics (2227-7390). Mar2024, Vol. 12 Issue 5, p658. 23p.