Inderjeet Nair

MIDGARD: Self-Consistency Using Minimum Description Length for Structured Commonsense Reasoning

We study the task of conducting structured reasoning as generating a reasoning graph from natural language input using large language models (LLMs). Previous approaches have explored various prompting schemes, yet they suffer from error propagation due to the autoregressive nature and single-pass-ba…