MT-Video-Bench: A Holistic Video Understanding Benchmark for Evaluating Multimodal LLMs in Multi-Turn Dialogues

Findings of the Association for Computational Linguistics: ACL 2026 2026 Open access

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Authors: Yaning Pan, Qianqian Xie, Guohui Zhang, Zekun Wang, Yongqian Wen, Yuanxing Zhang, Haiyan Hu, Zhiyu Pan, Yibing Huang, Zhidong Gan, Yonghong Lin, Ping An
+4 more Shihao Li, Yanghai Wang, Tianhao Peng, Jiaheng Liu
DOI: 10.18653/v1/2026.findings-acl.397
Cited by: 0

Abstract

Yaning Pan, Qianqian Xie, Guohui Zhang, Zekun Moore Wang, Yongqian Wen, Yuanxing Zhang, Haoxuan Hu, Zhiyu Pan, Yibing Huang, Zhidong Gan, Yonghong Lin, An Ping, Shihao Li, Yanghai Wang, Tianhao Peng, Jiaheng Liu. Findings of the Association for Computational Linguistics: ACL 2026. 2026.

Fields of Study & Subjects

Multimodal Machine Learning Applications Speech and dialogue systems Topic Modeling

Publication details

Journal / source
Findings of the Association for Computational Linguistics: ACL 2026
Publisher
Association for Computational Linguistics
Pages
8105–8126
Publication date
1 January 2026