ClaimBuster: The first end-to-end fact-checking system

Foundational work introducing ClaimBuster, an end-to-end automated fact-checking system. Introduces a dataset of 23,533 human-annotated U.S. debate statements with check-worthiness labels, establishing baselines for automated claim check-worthiness detection and ranking.

See Calibrating Small Language Models for Claim Check-Worthiness Detection for modern calibration techniques applied to check-worthiness detection.