Add AuthorityBench dataset
#1
by natuobb - opened
Uploads the AuthorityBench dataset for evaluating LLM's authority perception ability in RAG systems.
Three sub-datasets:
- DomainAuth: 10K web domains annotated with PageRank-based authority scores.
- EntityAuth: 22K entities (across basketball, movies, and songs) annotated with popularity-based authority (Wikipedia sitelinks).
- RAGAuth: 120 yes/no queries paired with retrieved documents of varying authority, designed to evaluate the practical impact of authority perception on downstream RAG tasks.
hengranZhang changed pull request status to merged