@inproceedings{punglia-etal-2026-beyond, title = "Beyond Accuracy: What Language-Subspace Interventions Capture, Remove, and Improve", author = "Punglia, Shaanil and Telwadkar, Dadhichi and Rathore, Vaibhav and Sureka, Siddharth and Bhargava, Neha", editor = "Wang, Xiaoman and Wang, Qianyu and Liu, Zhengyuan and Chen, Nancy F. and Yuan, Zheng and Lan, Yunshi and Jiang, Jing", booktitle = "Proceedings of the 1st Workshop on Multi-modality and Multi-lingual Language Learning", month = nov, year = "2026", address = "Hengqin, Zhuhai, China", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.multilll-1.2/", pages = "19--32", ISBN = "979-8-89176-449-1" }