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Justin Wagle

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#natural language process... Preprint Oct 2026

LLM-as-Jev: LLMs Are Already Jev-Style Decision Models -- When and How to Fine-Tune Them

Jev-style decision models return categorical probability distributions over predefined options without generating free-form text, enabling software systems to act on their outputs directly. In this work, we investigate the extent to which general-purpose LLMs already possess this capability out of the box, and when fin...

Yin-Heng Li, Justin Wagle · 1 citation

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