5 papers
CulMind: Benchmarking Multimodal Understanding and Reasoning in Chinese Cultural Heritage
Zhangwei Cao, Shuhan Fan, Yuting Wei +5
Evaluating Multimodal Large Language Models (MLLMs) in Chinese Cultural Heritage (CCH) requires fine-grained reasoning over visual, textual, stylistic, and historical clues. Howeve…
Debiased Multimodal Personality Understanding through Dual Causal Intervention
Yangfu Zhu, Zitong Han, Nianwen Ning +4
Multimodalpersonalityunderstandingplaysacriticalroleinhuman centered artificial intelligence. Previous work mainly focus on learn-ing rich multimodal representations for video pers…
AC-EVAL: Evaluating Ancient Chinese Language Understanding in Large Language Models
Yuting Wei, Yuanxing Xu, Xinru Wei +5
Given the importance of ancient Chinese in capturing the essence of rich historical and cultural heritage, the rapid advancements in Large Language Models (LLMs) necessitate benchm…
Query-aware Long Video Localization and Relation Discrimination for Deep Video Understanding
Yuanxing Xu, Yuting Wei, Bin Wu
The surge in video and social media content underscores the need for a deeper understanding of multimedia data. Most of the existing mature video understanding techniques perform w…
Vaccination dilemma on an evolving social network
Yuting Wei, Yaosen Lin, Bin Wu
Vaccination is crucial for the control of epidemics. Yet it is a social dilemma since non-vaccinators can benefit from the herd immunity created by the vaccinators. Thus the optimu…