Monte Carlo Tree Search Applications to Neural Theorem Proving

A common problem of LLM inference is hallucination, where models generate false information. Another such problem is the tradeoff between model size and computational cost. Larger models use more VRAM, in addition to requiring longer training and inference times. This work explores solutions to thes...

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Bibliographic Details
Main Author: LaBelle, Ethan
Other Authors: Solar-Lezama, Armando
Format: Thesis
Published: Massachusetts Institute of Technology 2024
Online Access:https://hdl.handle.net/1721.1/156761