Aspect-Based Sentiment Analysis for Service Industry
In today’s digital age, customer feedback, particularly gathered from various sources like mobile application reviews, has emerged as a critical resource for service-providing organizations to gain valuable insights into their customers’ ...
Afsheen Maroof +3 more
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Bidirectional Generative Framework for Cross-domain Aspect-based Sentiment Analysis [PDF]
Yue Deng +3 more
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Self-adaptive attention fusion for multimodal aspect-based sentiment analysis
Multimodal aspect term extraction (MATE) and multimodal aspect-oriented sentiment classification (MASC) are two crucial subtasks in multimodal sentiment analysis.
Ziyue Wang, Junjun Guo
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Aspect-Level Sentiment Analysis Model Combining Double Graph Convolution and Gated Linear Unit [PDF]
The aspect-level sentiment analysis aims to determine the sentiment polarity of a given aspect of a sentence. The existing graph neural network-based aspect-level sentiment analysis has two shortcomings: first, it ignores different types of syntactic ...
YANG Chunxia, WU Yalei, YAN Han, HUANG Yukun
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Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning [PDF]
Zheng Li +5 more
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Aspect-Level Sentiment Analysis Based on Syntax-Aware and Graph Convolutional Networks
Aspect-level sentiment analysis is a task of identifying and understanding the sentiment polarity of specific aspects of a sentence. In recent years, significant progress has been made in aspect-level sentiment analysis models based on graph ...
Qun Gu +4 more
doaj +1 more source
Multi-prompt Learning Based Aspect-Category Sentiment Analysis [PDF]
Aspect-category sentiment analysis (ACSA) aims to discern aspect categories in review texts and simultaneously predict their sentiment polarity. It is an important fine-grained subtask in the field of sentiment analysis.
LIU Jinhang, LI Lin, WU Renwei, LIU Jia
doaj +1 more source
A TRANSFORMATION METHOD FOR ASPECT-BASED SENTIMENT ANALYSIS
Along with the explosion of user reviews on the Internet, sentiment analysis has becomeone of the trending research topics in the field of natural language processing. In the last five years,many shared tasks were organized to keep track of the progress of sentiment analysis for various lan-guages.
Thin Van Dang +3 more
openaire +2 more sources
ECNU at SemEval-2016 Task 5: Extracting Effective Features from Relevant Fragments in Sentence for Aspect-Based Sentiment Analysis in Reviews [PDF]
Mengxiao Jiang, Zhihua Zhang, Man Lan
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