@inproceedings{dutta-etal-2025-nlki, title = "{NLKI}: A Lightweight Natural Language Knowledge Integration Framework for Improving Small {VLM}s in Commonsense {VQA} Tasks", author = "Dutta, Aritra and Mukherjee, Swapnanil and Ghosal, Deepanway and Aditya, Somak", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/author-page-yu-wang-polytechnic/2025.findings-emnlp.557/", doi = "10.18653/v1/2025.findings-emnlp.557", pages = "10543--10563", ISBN = "979-8-89176-335-7" }