@inproceedings{sato-etal-2026-modality, title = "When Modality Gap Reduction Fails: Prediction-Level Hubness in {CLIP}", author = "Sato, Shota and Kiyama, Hajime and Hirasawa, Tosho and Komachi, Mamoru", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.1002/", doi = "10.18653/2026.emnlp-main.1002", pages = "23060--23083", ISBN = "979-8-89176-459-0" }