The researchers identified three critical limitations in ROUGE's evaluation approach: sensitivity to response length, inability to handle semantic equivalence, and over-reliance on exact lexical matches.

Authors

• Person: Not available Organization: arXiv
  Re-evaluating Hallucination Detection in LLMs - arXiv

Sources

• Re-evaluating Hallucination Detection in LLMs - arXiv arxiv.org arXiv via serper

Referenced by nodes (1)

• ROUGE concept