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#machine learning Preprint Sep 2026

Do Evidence-Reading Diagnostics Improve Interface Selection in Small LLM Recommenders?

Behavioral tests measure how a language model reads evidence. We ask whether those measurements help choose a recommendation interface. We evaluate six small instruction-tuned checkpoints across four recommendation domains with chronological evaluation and 3,426 evaluation users. Each request ranks eight candidates. A...

Han Chen, Ying-Rui Li · 0 citations

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