Topic: factuality evaluation

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Friday, August 28, 2026

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ElementCheck: Complexity-Aware Long-Form Text Factuality Evaluation via Sentence Elements

ElementCheck is introduced to address limitations in existing long-form factuality evaluation methods by focusing on sentence elements, aiming to provide more reliable results than current decompose-retrieve-verify pipelines which suffer from noise and fixed verification issues.

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