An Empirical Study of Conformal Prediction in LLM with ASP Scaffolds for Robust Reasoning

Navdeep Kaur, Lachlan McPheat, Alessandra Russo +2

In this paper, we examine the use of Conformal Language Modelling (CLM) alongside Answer Set Programming (ASP) to enhance the performance of standard open-weight LLMs on complex mu…