Search Results for author: Victor Cărbune

Found 4 papers, 2 papers with code

Can LLMs get help from other LLMs without revealing private information?

no code implementations1 Apr 2024 Florian Hartmann, Duc-Hieu Tran, Peter Kairouz, Victor Cărbune, Blaise Aguera y Arcas

In this work, we show the feasibility of applying cascade systems in such setups by equipping the local model with privacy-preserving techniques that reduce the risk of leaking private information when querying the remote model.

Privacy Preserving

LLMs cannot find reasoning errors, but can correct them given the error location

1 code implementation14 Nov 2023 Gladys Tyen, Hassan Mansoor, Victor Cărbune, Peter Chen, Tony Mak

In this paper, we show that poor self-correction performance stems from LLMs' inability to find logical mistakes, rather than their ability to correct a known mistake.

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