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May, 2022
多模态情感分析中模态鲁棒性分析
Analyzing Modality Robustness in Multimodal Sentiment Analysis
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Devamanyu Hazarika, Yingting Li, Bo Cheng, Shuai Zhao, Roger Zimmermann...
TL;DR
提出诊断稳健性检查和训练策略，以提高多模态情感分析模型的稳健性和性能，证明可以在不危及原始性能的情况下实现稳健性，是多模态情感分析研究中一个重要组成部分。
Abstract
Building robust multimodal models are crucial for achieving reliable deployment in the wild. Despite its importance, less attention has been paid to identifying and improving the
robustness
of
multimodal sentiment analy
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