作者位次 #4/7ACL 2026Poster· Natural Language Processing
QA - M o E : Towards a Continuous Reliability Spectrum with Quality-Aware Mixture of Experts for Robust Multimodal Sentiment Analysis
Yitong Zhu · Yuxuan Jiang · Guanxuan Jiang · Bojing Hou · Peng Yuan Zhou · Ge Lin · Yuyang Wang
摘要
Multimodal Sentiment Analysis (MSA) aims to infer human sentiment from textual, acoustic, and visual signals. In real-world scenarios, however, multimodal inputs are often compromised by dynamic noise or modality missingness. Existing methods typically treat these imperfections as discrete cases...