动态调整语义的词性加权多模态情感分析模型OA北大核心CSTPCD
Part of speech weighted multi-modal emotion analysis model with dynamic adjustment of semantic representation
为更好地利用单词词性包含的语义信息和伴随单词出现时的非自然语言上下文信息,提出动态调整语义的词性加权多模态情感分析(part of speech weighted multi-modal sentiment analysis model with dynamic semantics adjustment,PW-DS)模型.该模型以自然语言为主体,分别使用基于Transformer的双向编码器表示(bidirectional encoder rep…查看全部>>
In order to better utilize of the semantic information contained in the part of speech of words and the contextual information of unnatural language accompanying the appearance of words,a part of speech weighted multi-modal sentiment analysis model with dynamic adjustment of semantic representation(PM-DS)is proposed.The PM-DS model takes natural language as the main body,and uses bidirectional encoder representation from transformer model,generalized autoreg…查看全部>>
花强;陈卓;张峰;董春茹
河北省机器学习与计算智能重点实验室,河北大学数学与信息科学学院,河北保定 071002河北省机器学习与计算智能重点实验室,河北大学数学与信息科学学院,河北保定 071002河北省机器学习与计算智能重点实验室,河北大学数学与信息科学学院,河北保定 071002河北省机器学习与计算智能重点实验室,河北大学数学与信息科学学院,河北保定 071002
计算机与自动化
人工智能多模态情感分析动态调整语义词性加权多模态向量位置可视化词性加权可视化
artificial intelligencemultimodal sentiment analysisdynamical adjustment semanticpart of speech weightingvisualization of multimodal vector positionvisualization of part of speech weights
《深圳大学学报（理工版）》 2024 (3)
283-292,10
The Innovation Capacity Enhancement Program-Science and Technology Platform Project of Hebei Province(22567623H) 河北省创新能力提升计划科技平台资助项目(22567623H)
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