@inproceedings{shibata-miyamura-2026-preferences, title = "From Preferences to Scores: Semi-Supervised Multi-Trait Essay Scoring with {LLM} Pairwise Preferences and Few Human Anchors", author = "Shibata, Takumi and Miyamura, Yuichi", editor = "Zhang, Yue and Xu, Ruifeng and Purwarianti, Ayu and Rong, Tong and Suzuki, Jun", booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = nov, year = "2026", address = "Hengqin, China", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.aacl-long.273/", pages = "6041--6057", ISBN = "979-8-89176-439-2" }