RAVE: Retrieval and Scoring Aware Verifiable Claim Detection
Abstract
The rapid spread of misinformation on social media underscores the need for scalable fact-checking tools. A key step is claim detection, which identifies statements that can be objectively verified. Prior approaches often rely on linguistic cues or claim check-worthiness, but these struggle with vague political discourse and diverse formats such as tweets. We present RAVE (Retrieval and Scoring Aware Verifiable Claim Detection), a framework that combines evidence retrieval with structured signals of relevance and source credibility. Experiments show that RAVE achieves competitive results on CT22-test and PoliClaim-test.
Fields of Study & Subjects
Access Control and Trust
Digital and Cyber Forensics
Publication details
- Journal / source
- ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
- Publisher
- IEEE
- Pages
- 19002–19006
- Publication date
- 21 April 2026
- Language
- EN