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2025 ICML ICML 2025

Re-ranking Reasoning Context with Tree Search Makes Large Vision-Language Models Stronger

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

🌉 Interdisciplinary Bridge - Artificial Intelligence and Knowledge & Reasoning and Natural Language Processing

Authors

Qi Yang, Chenghao Zhang, Lubin Fan, Kun Ding, Jieping Ye, SHIMING XIANG

Topics

Natural Language Processing > Applications > Question Answering Knowledge & Reasoning > Reasoning > Automated Reasoning Artificial Intelligence > Core AI > Large Language Models

Keywords

multimodal rag high-quality contextual reasoning intrinsic reasoning patterns monte carlo tree search with heuristic rewards (mcts-hr) reasoning context-enriched knowledge base self-consistent evaluation mechanism
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