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most citedSQL-Commenter: Aligning Large Language Models for SQL Comment Generation with Direct Preference Optimization

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cs.CV2026

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO

Xuzheng Yang, Jun Ling, Tao Huang +2

We tackle the challenging yet underexplored task of Generalized Referring Expression Comprehension (GREC), which requires a model to localize the object described by a textual expr…