Willis Guo

Verifiable, Debuggable, and Repairable Commonsense Logical Reasoning via LLM-based Theory Resolution

2024

Recent advances in Large Language Models (LLM) have led to substantial interest in their application to commonsense reasoning tasks.Despite their potential, LLMs are susceptible to reasoning errors and hallucinations that may be harmful in use …