ThinknCheck: Grounded Claim Verification with Compact, Reasoning-Driven, and Interpretable Models
arXiv:2604.01652v1 Announce Type: cross
Abstract: We present ThinknCheck, a 1B-parameter verifier for grounded claim verification that first produces a short, structured rationale and then a binary verdict. We construct LLMAggreFact-Think, a 24.1k rea…