Evaluation of generation tasks uses Perplexity, Unigram Overlap (F1), BLEU-4, ROUGE-L, Knowledge F1, and Rare F1 as metrics, and utilizes datasets including WoW and CMU Document Grounded Conversations (CMU_DoG) with the KiLT Wikipedia dump as the knowledge source.

Authors

• Person: Not available Organization: GitHub
  EdinburghNLP/awesome-hallucination-detection - GitHub

Sources

• EdinburghNLP/awesome-hallucination-detection - GitHub github.com GitHub via serper

Referenced by nodes (3)

• BLEU concept
• Perplexity concept
• F1 concept