Multi-Agent Claim Verification
A multi-agent framework for automated fact-checking and claim verification at scale.
Venue: ICWSM 2026
We develop a multi-agent pipeline that decomposes complex claim verification into subtasks handled by specialized agents — including evidence retrieval, stance detection, and verdict aggregation. The system is designed to scale to real-world misinformation detection scenarios.
Key contributions:
- Modular multi-agent architecture for end-to-end claim verification
- Evaluation on benchmark fact-checking datasets
- Analysis of agent collaboration and failure modes