Automatic metrics such as BLEU or ROUGE fail to capture factual consistency and reliability in Large Language Models, according to Maynez et al. (2020).

Authors

• Person: Not available Organization: Frontiers
  Survey and analysis of hallucinations in large language models

Sources

• Survey and analysis of hallucinations in large language models www.frontiersin.org Frontiers via serper

Referenced by nodes (4)

• Large Language Models concept
• ROUGE concept
• BLEU concept
• factual consistency evaluation concept