ReflectFact: Self-Reflective Agents for Multi-Hop Fact Verification
A new research paper introduces ReflectFact, a self-reflective agent framework designed to improve multi-hop fact verification. The framework addresses two critical limitations in existing multi-agent collaboration methods: agents' insufficient awareness of the global verification objective, and conflicts between parametric knowledge and provided evidence. ReflectFact introduces three key tasks, including Explicit Reasoning Path Planning, which builds an evidence-grounded reasoning path by resolving implicit entities. The paper is available on arXiv under the identifier 2608.12877.
Key facts
- ReflectFact is a novel self-reflective agent framework for multi-hop fact verification.
- It addresses limitations in multi-agent collaboration methods.
- The framework introduces three key tasks, including Explicit Reasoning Path Planning.
- The paper is published on arXiv with identifier 2608.12877.
- Multi-hop fact verification is critical for combating misinformation on social media.
Entities
Institutions
- arXiv