Trustworthy-Information-Access/AuthorityBench

AuthorityBench: Benchmarking LLM Authority Perception for Reliable Retrieval-Augmented Generation 📖 arXiv Paper | 🤗 Dataset | 🛠️ Github | Retrieval-Augmented Generation (RAG) enhances Large Language Models (LLMs) with external knowledge but remains vulnerable to low-authority sources that can propagate misinformation. We investigate whether LLMs can perceive information authority - a capability extending beyond semantic understanding. To address this, we… See the full description on the dataset page: https://huggingface.co/datasets/Trustworthy-Information-Access/AuthorityBench.