Distant Supervision (DS) can introduce errors in Knowledge Graph Extraction (KGE) because it relies on assumptions that are not always valid, particularly when knowledge graphs and the corpus do not align closely, leading to hallucinations, as noted by Riedel et al. (2010).

Authors

• Person: Not available Organization: Frontiers
  Combining large language models with enterprise knowledge graphs

Sources

• Combining large language models with enterprise knowledge graphs www.frontiersin.org Frontiers via serper

Referenced by nodes (2)

• knowledge graphs concept
• distant supervision concept