@inproceedings{nguyen-etal-2026-beyond-caption, title = "Beyond Caption Loss: Generative Distillation for Modality Alignment in Vision-Language Models", author = "Nguyen, Nam Kha and Zhang, Wei Emma and Dai, Xiang and Sim, Mong Yuan and Chen, Weitong", 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.1876/", pages = "40021--40034", ISBN = "979-8-89176-462-0" }