2026
MIND: Multi-rationale INtegrated Discriminative Reasoning Framework for Multi-modal Large Models
ICML 2026poster
Recently, multimodal large language models (MLLMs) have been widely applied to reasoning tasks. However, they suffer from limited multi-rationale semantic modeling, insufficient logical robustness, and susceptibility to misleading cues. Therefore, we propose a Multi-rationale INtegrated Discriminati…