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MR-Align: Meta-Reasoning Informed Factuality Alignment for Large Reasoning Models

arXiv — cs.CL•Thursday, October 30, 2025 at 4:00:00 AM
PositiveArtificial Intelligence
Researchers have introduced MR-Align, a new approach aimed at improving the factual accuracy of large reasoning models (LRMs). While these models excel in complex reasoning tasks, they often struggle with incorporating the correct facts into their final answers. MR-Align addresses this issue by bridging the gap between reasoning and factuality, enhancing the models' ability to provide accurate responses. This advancement is significant as it could lead to more reliable AI systems that better understand and utilize factual information, ultimately benefiting various applications in technology and research.
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