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most citedEfficient Fine-Tuning of Single-Cell Foundation Models Enables Zero-Shot Molecular Perturbation Prediction

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cs.CL2025

Confidence Estimation for Text-to-SQL in Large Language Models

Sepideh Entezari Maleki, Mohammadreza Pourreza, Davood Rafiei

Confidence estimation for text-to-SQL aims to assess the reliability of model-generated SQL queries without having access to gold answers. We study this problem in the context of l…