Assessing the Reasoning Capabilities of LLMs in the context of Evidence-based Claim Verification

Assessing the Reasoning Capabilities of LLMs in the context of Evidence-based Claim Verification

Evaluation of LLMs in context of Evidence-based Claim verification to show that LLMs fail at abductive reasoning and CoT methods performance are task complexity and data domain dependant.

August 2025 · John Dougrez-Lewis, Mahmud Elahi Akhter, Federico Ruggeri, Sebastian Löbbers, Yulan He, Maria Liakata