Author

Tuan Minh Phan

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Preprint Aug 2026

Polaris: Learning to Generate Table Descriptions from Retrieval Feedback

Polaris is presented, a system that trains an LLM to generate table descriptions directly from retrieval feedback, and demonstrates that retrieval benchmarks can be repurposed as supervision for training LLMs to generate retrieval-oriented metadata.

Ting-wei Cai, Tuan Minh Phan, AnHai Doan · 0 citations