Author

Seung-won Hwang

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#artificial intelligence Preprint Sep 2026

Replacing Training with Memory: Listwise Selection for Text-to-SQL

This work proposes a fine-tuning-free listwise selector that improves selection accuracy while maintaining efficiency and compatibility with existing large language models, and builds reusable structured memories instead of learning selection behavior as model parameters.

Yeonseok Jeong, Soyoung Yoon, Seongjun Lee et al. · 0 citations

#artificial intelligence Preprint Aug 2026

SHADOWBENCH: Toward Reliable Automatic Evaluation of Semantic Alignment in Autoformalization

SA-Pass (*Semantic Alignment Pass*), which tests formal statements using auxiliary statements called shadows that characterize the intended statement, is proposed, which achieves binary agreement with expert judgments.

Hojae Han, Jongyoon Kim, Sanghyeok Park et al. · 2 citations