The hybrid fact-checking system developed by Kolli et al. operates in three autonomous steps: (1) Knowledge Graph (KG) retrieval for rapid one-hop lookups in DBpedia, (2) Language Model (LM)-based classification guided by a task-specific labeling prompt that produces outputs with internal rule-based logic, and (3) a Web Search Agent invoked only when Knowledge Graph coverage is insufficient.

Authors

• Person: Shaghayegh Kolli, Richard Rosenbaum, Timo Cavelius, Lasse Strothe, Andrii Lata, Jana Diesner Organization: ACL Anthology
  Hybrid Fact-Checking that Integrates Knowledge Graphs, Large ...
• Person: Not available Organization: arXiv
  Hybrid Fact-Checking that Integrates Knowledge Graphs, Large ...

Sources

• Hybrid Fact-Checking that Integrates Knowledge Graphs, Large ... aclanthology.org Shaghayegh Kolli, Richard Rosenbaum, Timo Cavelius, Lasse Strothe, Andrii Lata, Jana Diesner · ACL Anthology via serper
• Hybrid Fact-Checking that Integrates Knowledge Graphs, Large ... arxiv.org arXiv via serper

Referenced by nodes (3)

• Knowledge Graph concept
• Language Model concept
• DBpedia concept