NL in the Middle: Code Translation with LLMs and Intermediate Representations

Chi-en Amy Tai, Pengyu Nie, Lukasz Golab +1

Studies show that large language models (LLMs) produce buggy code translations. One promising avenue to improve translation accuracy is through intermediate representations, which…