Affective Knowledge Augmented Interactive Graph Convolutional Network for Chinese-Oriented Aspect-Based Sentiment Analysis

Aspect-based sentiment analysis(ABSA) aims to identify the sentiment polarity of specific aspects in sentences, which can more accurately mine the sentiment polarity of users towards different aspects. Most of the existing works derive the sentiment features of specific aspects by interactively lear...

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Veröffentlicht in:	IEEE access 2022, Vol.10, p.130686-130698
Hauptverfasser:	Yang, Qian, Kadeer, Zaokere, Gu, Wenxia, Sun, Weiwei, Wumaier, Aishan
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Aspect-based sentiment analysis China Chinese sentiment analysis Commonsense reasoning Context Convolutional neural networks Data mining Datasets external affective knowledge Feature extraction graph convolutional networks Graph neural networks multi-head self-attention Semantics Sentences Sentiment analysis Syntactics
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