Bridging Visual Dynamics and Narrative Reasoning: Multimodal Large Language Models for Short Drama Quality Assessment.

@inproceedings{liu-2026-bridging, author = {Qingyang Liu and Jiangtong Li and Zelin Peng and Shaobo Wang and Zhaohe Liao and Shuochen Chang and Bingjie Gao and Haonan Zhao and Mu Liu and Jidong Jiang and Li Niu}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{Bridging Visual Dynamics and Narrative Reasoning: Multimodal Large Language Models for Short Drama Quality Assessment}}, booktitle = {{Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026}}, pages = {7890--7901}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3792827}, doi = {https://doi.org/10.1145/3774904.3792827} }