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

Xinming Wang, Haoran Du, Yi Chen +6

Existing long-form factuality evaluation relies on the decompose-retrieve-verify pipeline. However, the pipeline suffers from noise from claim decomposition and fixed verification…