Attentive-CoT is an attention-guided fine-tuning objective that improves chain-of-thought performance in multimodal LLMs by delaying answer commitment and increasing sustained visual-token access during rationale generation.
URL https: //aclanthology.org/2025.acl-long.257/
2 Pith papers cite this work. Polarity classification is still indexing.
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2026 2verdicts
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CSMR is a multimodal reasoning framework that uses a language model to schedule when to acquire visual evidence from an independent perception module, outperforming baselines in zero-shot settings.
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Look on Demand: A Cognitive Scheduling Framework for Visual Evidence Acquisition in Multimodal Reasoning
CSMR is a multimodal reasoning framework that uses a language model to schedule when to acquire visual evidence from an independent perception module, outperforming baselines in zero-shot settings.