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Xinyi Huang

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#machine learning Preprint Aug 2026

J-Miner: Recovering Executable Decision Knowledge from Language-Model Classifiers

J-Miner is introduced, which mines text-level named concepts by aggregating vocabulary-aligned internal signals across layers and token positions, and uses the classifier's own predictions to learn executable decision rules over them, and shows that task-specific decision knowledge can be faithfully represented in an e...

Yunfan Gao, Xinyi Huang, Tao Sheng et al. · 0 citations