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Jiu-Lin Cai

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#artificial intelligence Preprint Sep 2026

Count Evidence, Not Sentences: Tempered Evidence Fusion of LLM Judgments for Long-Text Value Measurement

Large language models (LLMs) are increasingly used to measure public value orientations from long social media posts, yet such posts often mix background, quotations, concessions, and only a few stance-bearing sentences. Existing approaches either ask the model to predict a document-level label directly, which can be o...

Yu-He Wu, Rui Qian, Guang-Yu Wang et al. · 0 citations

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