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Pei-Lin Liu

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#natural language process... Preprint Aug 2026

EVAR: Evidence-Validated Hypothesis Admission for Budget-Aware Narrative Reasoning

EVAR is proposed, an evidence-validated hypothesis admission framework for budget-aware narrative reasoning that improves both task performance and evidence faithfulness while maintaining controllable inference cost.

Pei-Lin Liu, Zhi-Quan Ji, Jing-Long Ping · 0 citations