Topic: reasoning traces

A new system using LLMs for trace ranking and grouped reward modeling is developed to verify multilingual numerical claims, addressing the challenge of combining language understanding with quantitative reasoning. This system is part of an entry for the CLEF 2026 CheckThat! Task 2, highlighting advancements in automated claim verification.

arxiv.org↗