Procedural Text Understanding via Python Code Representation
Explored Python code representation as an intermediate reasoning layer for LLMs.
Jul 2023 – Sept 2023
- Explored Python code representation as an intermediate reasoning layer for LLMs.
- Code-based prompting improved accuracy from 68.29% to 86.76%.
- Validated reasoning quality through code execution, highlighting benefits of symbolic representation.