most citedTrust in AutoML: Exploring Information Needs for Establishing Trust in Automated Machine Learning Systems

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cs.AI2026

Agentic-SQL Revisited: Autonomy-Based Taxonomy and Empirical Benchmark Analysis for LLM Text-to-SQL

Yiyun Su, Zujun Peng, Yu Tian +5

LLM-based Text-to-SQL progress is reported across heterogeneous benchmarks, backbones, and inference protocols, making cross-system comparison fragile. We reframe the field as a le…