Ma, P. et al. 2025. Does VLM Classification Benefit from LLM Description Semantics?. Proceedings of the AAAI Conference on Artificial Intelligence. 39, 6 (Apr. 2025), 5973–5981. DOI:https://doi.org/10.1609/aaai.v39i6.32638.