@inproceedings{nguyen-etal-2026-dont, title = "Don{'}t Generate, Just Score: Enhancing Topic Coherence with Masked Semantic Alignment", author = "Nguyen, Tien-Phat and Xuan, Minh Chu and Huy, Phung Gia and Van, Linh Ngo and Nguyen, Duc Anh and Le, Trung and Nguyen, Thien Huu", 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.226/", pages = "4739--4766", ISBN = "979-8-89176-462-0" }