@inproceedings{nakamura-etal-2026-demystifying, title = "Demystifying Mixed Outcomes of Self-Training: Pre-training Analyses on Non-Toy {LLM}s", author = "Nakamura, Yusuke and Kiyomaru, Hirokazu and Liu, Chaoran and Kurita, Shuhei and Kawahara, Daisuke", editor = "Demberg, Vera and Inui, Kentaro and Marquez, Llu{\'i}s", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EACL} 2026", month = mar, year = "2026", address = "Rabat, Morocco", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-eacl/2026.findings-eacl.213/", pages = "4107--4113", ISBN = "979-8-89176-386-9" }