@article{rottger-etal-2026-issuebench, title = "{I}ssue{B}ench: Millions of Realistic Prompts for Measuring Issue Bias in {LLM} Writing Assistance", author = {R{\"o}ttger, Paul and Hinck, Musashi and Hofmann, Valentin and Hackenburg, Kobi and Pyatkin, Valentina and Brahman, Faeze and Hovy, Dirk}, journal = "Transactions of the Association for Computational Linguistics", volume = "14", year = "2026", address = "Cambridge, MA", publisher = "MIT Press", url = "https://preview.aclanthology.org/ingest-latest-mitpress-cl-tacl/2026.tacl-1.16/", doi = "10.1162/tacl.a.626", pages = "318--340" }