#multi-hop reasoning
Multi-Hop Reasoning: 2 AI articles covering multi-hop reasoning news, analysis, and research
Articles
MechReason: A New Benchmark for Multi-Image, Multi-Hop ReasoningNEW⭐8
MechReason, a 12k-question benchmark from real mechanical engineering papers, tests multi-image, multi-hop reasoning in MLLMs across explanation, prediction, de...
PRO-Step: Step-level Process Reward Optimization for Retrieval⭐9
PRO-STEP: A novel framework optimizing step-level retrieval and reasoning in RAG via process reward models and preference optimization, improving accuracy acros...