@inproceedings{henkel-etal-2025-humans, title = "When Humans Can{'}t Agree, Neither Can Machines: The Promise and Pitfalls of {LLM}s for Formative Literacy Assessment", author = "Henkel, Owen and Vanacore, Kirk and Roberts, Bill", editor = "Wilson, Joshua and Ormerod, Christopher and Beiting Parrish, Magdalen", booktitle = "Proceedings of the Artificial Intelligence in Measurement and Education Conference (AIME-Con): Coordinated Session Papers", month = oct, year = "2025", address = "Wyndham Grand Pittsburgh, Downtown, Pittsburgh, Pennsylvania, United States", publisher = "National Council on Measurement in Education (NCME)", url = "https://aclanthology.org/2025.aimecon-sessions.8/", pages = "69--78", ISBN = "979-8-218-84230-7" }