DeLIVeR: Decomposed Learning for Information-grounded Veracity Recognition via Reinforced Knowledge Graph Exploration
This work proposes DeLIVeR (Decomposed Learning for Information-grounded Veracity Recognition), a framework that treats evidence retrieval as a reinforced strategic exploration task and effectively bridges multi-hop reasoning gaps and provides an auditable, transparent path for verifiable misinformation detection.