Author

Baochen Fu

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#natural language process... Jul 2026

Beyond Relevance-Centric Retrieval: Rubric-Oriented Document Set Selection and Ranking

Rubric4Setwise is proposed, a training-free method that converts rubric-based evaluation criteria into document set selection signals, achieving the best downstream generation performance with fewer documents and search rounds, validating the effectiveness of closing the loop from evaluation to optimization.

Kai-Lin Jiang, Lei Liu, Jian-Fei Xi et al. · arXiv.org · 3 citations

Jul 2026

Can Multimodal Large Language Models Understand OCT?

OCT-Bench enables comprehensive and fine-grained evaluation of MLLMs, providing a foundation for identifying capability bottlenecks and advancing clinically grounded OCT understanding.

Baochen Fu, Wenzhi Deng, Baihao Jin et al. · arXiv.org · 3 citations