@inproceedings{zhang-etal-2026-sovtr, title = "{S}o{VTR}: Set-of-Vision-Text Rewards for Attribute-Grounded Emotion Recognition in {VLLM}s", author = "Zhang, Qixuan and Wang, Zhifeng and Zhang, Donghao and Zheng, Jiyang and Niu, Wenjia and Sankaranarayana, Ramesh and Caldwell, Sabrina and Gedeon, Tom and Liu, Yang and Qin, Zhenyue", 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.1807/", pages = "38611--38629", ISBN = "979-8-89176-462-0" }