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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Zheng-Jie Miao

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Aug 2026

ParSEval: Interactive Counterexample-Driven Evaluation for Text-to-SQL

This work presents ParSEval, an interactive demonstration system for configurable, counterexample-driven Text-to-SQL evaluation, which helps developers evaluate iterative model improvements on private benchmarks and bootstrap customized Text-to-SQL test suites without manually crafting diagnostic database instances.

Chun-Yu Chen, Zheng-Jie Miao, Yong Zhang et al. · 0 citations
Open access Jul 2026

Benchmarking the Full Pipeline of Materialized-View-Based Query Rewriting

This paper benchmarks MV-based query rewriting by jointly evaluating enumeration, selection, and rewriting with a modular evaluation framework and by using controlled ablations, and introduces a cross-engine protocol allowing us to compare systems that expose only execution plans by contrasting native optimizer-level r...

Xin-Jie Hu, Zheng-Jie Miao · 0 citations

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