@inproceedings{liu-etal-2026-beyond-id, title = "Beyond {ID} Embeddings: Process-Grounded Language Modeling for Cognitive Diagnosis", author = "Liu, Minghang and Wang, Yuanzhuo and Qiu, Qiang and Shen, Huawei and Cheng, Xueqi", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-emnlp.1805/", pages = "38576--38595", ISBN = "979-8-89176-462-0" }