RubyConf 2024 Do LLMs dream of Type Inference? by Shunsuke "Kokuyou" Mori
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Published on ● Video Link: https://www.youtube.com/watch?v=7tANwgfJS_0
0Large Language Models (LLMs) have been rapidly evolving in recent years. They offer a completely different approach to challenges that were difficult to solve with classical algorithms.
In this session, I will describe how RBS Goose, an LLM-based type inference tool I am currently developing, works and its current evaluation.
For future improvement of RBS Goose, a more detailed evaluation mechanism is needed. In this regard, we will share ideas about TypeEvalRb, a type inference benchmark, by referring to examples from previous studies.