Preprint Open access
REALHOP: Rethinking Multi-Hop Reasoning Evaluation via Behavioral Auditing
Complex questions often require multi-hop reasoning that connects facts distributed across sources or distant regions of a long context through intermediate steps. Benchmarks commonly evaluate this ability with questions built around predefined reasoning chains, treating a correct answer as evidence that the intended c …