Extracting and Following Paths for Robust Relational Reasoning with Large Language Models

Ge Zhang, Mohammad Ali Alomrani, Hongjian Gu +7

Large language models (LLMs) possess vast semantic knowledge but often struggle with complex reasoning tasks, particularly in relational reasoning problems such as kinship or spati…