AuthorAwareDetection is the official repository for the ACL 2025 paper "Who Writes What: Unveiling the Impact of Author Roles on AI-generated Text Detection". The current AI text detection field largely overlooks the influence of author characteristics. AuthorAwareDetectionBench is a benchmark designed to investigate how sociolinguistic… See the full description on the dataset page: https://huggingface.co/datasets/PKU-ONELab/AuthorAwareDetectionBench.