Search Results for author: Muxin Liu

Found 2 papers, 2 papers with code

Stream of Search (SoS): Learning to Search in Language

1 code implementation1 Apr 2024 Kanishk Gandhi, Denise Lee, Gabriel Grand, Muxin Liu, Winson Cheng, Archit Sharma, Noah D. Goodman

In this paper, we show how language models can be taught to search by representing the process of search in language, as a flattened string -- a stream of search (SoS).

Language Modelling

LILO: Learning Interpretable Libraries by Compressing and Documenting Code

1 code implementation30 Oct 2023 Gabriel Grand, Lionel Wong, Maddy Bowers, Theo X. Olausson, Muxin Liu, Joshua B. Tenenbaum, Jacob Andreas

While large language models (LLMs) now excel at code generation, a key aspect of software development is the art of refactoring: consolidating code into libraries of reusable and readable programs.

Code Generation Program Synthesis

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