Hybrid Fact-Checking that Integrates Knowledge Graphs, Large Language Models, and Search-Based Retrieval Agents Improves Interpretable Claim Verification
A modular fact-checking pipeline that combines DBpedia lookup, language-model classification, and web-search fallback.
Authors or creators: Shaghayegh Kolli, Richard Rosenbaum, Timo Cavelius, Lasse Strothe, Andrii Lata, Jana Diesner
Checked: 2026-08-01
Source note: Workshop-accepted preprint. Its FEVER benchmark result does not establish reliability for unrestricted real-world claims.
Claims connected to this source
- The system uses knowledge-graph retrieval first and invokes web search when graph coverage is insufficient.
