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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Yuan-Fan Guo

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Preprint Sep 2026

DRT: Dense Reasoning Trace for Efficient and Grounded Multimodal Reasoning

This work proposes Dense Reasoning Trace, a paradigm that departs from natural-language-centered CoT by expressing reasoning as compact structured traces, which include concise intermediate states with symbolic connectors and disentangle visual observations from logical deductions, and proposes the Trace-Grounded Reinf...

Wan Xu, Yuan-Fan Guo, Kevin Han et al. · 0 citations

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