@inproceedings{hoblitzell-2026-beyond, title = "Beyond Hallucination: Reframing {LLM} Quality Assessment as Task-Output Alignment", author = "Hoblitzell, Andrew", editor = "Elazar, Yanai and Ettinger, Allyson and Kassner, Nora and Ruder, Sebastian", booktitle = "Proceedings of The Big Picture v2: Crafting a Research Narrative", month = jul, year = "2026", address = "San Diego, CA, USA", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bigpicture-main.3/", pages = "22--30", ISBN = "979-8-89176-416-3" }