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cs.LG 1

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2026 1

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Zero-Shot Active Feature Acquisition via LLM-Elicitation

cs.LG · 2026-06-17 · unverdicted · novelty 7.0

A framework elicits discriminative MRF statistics from an LLM and closes the model via maximum entropy to enable zero-shot active feature acquisition, outperforming baselines on IBD patient data especially for hardest cases.

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  • Zero-Shot Active Feature Acquisition via LLM-Elicitation cs.LG · 2026-06-17 · unverdicted · none · ref 25

    A framework elicits discriminative MRF statistics from an LLM and closes the model via maximum entropy to enable zero-shot active feature acquisition, outperforming baselines on IBD patient data especially for hardest cases.