Results 61 to 70 of about 12,697 (162)
Text Simplification for Aspect-based Sentiment Analysis Based on Large Language Model [PDF]
Jisuanji kexueAspect-based sentiment analysis aims to identify the sentiment polarity of each aspect in a sentence.However,most existing approaches overlook the redundant and irrelevant information often present in review texts,which not only complicates model ...
WANG Ye, WANG Zhongqing
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HS-ABSA: An Annotated Dataset for Aspect-Based Sentiment Analysis of Home Services Customer Reviews
Pakistan Journal of Engineering Technology & ScienceWith the progression of new technologies, the explosive growth of user-generated content on online platforms has significantly fuelled interest in Aspect-Based Sentiment Analysis (ABSA) for both academic research and commercial applications.
Afsheen Maroof +2 more
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Movie Aspects Identification Model for Aspect Based Sentiment Analysis
Information Technology And Control, 2020 Aspect Based Sentiment Analysis techniques have been applied in several application domains. From the last two decades, these techniques have been developed mostly for product and service application domains. However, very few aspect-based sentiment techniques have been proposed for the movie application domain.
Jibran Mir, Azhar Mahmood
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Semantic Parsing for Aspect-Based Sentiment Analysis
IEEE AccessAspect-Based Sentiment Analysis (ABSA) faces significant challenges in accurately identifying sentiment polarity for specific aspects within complex sentences, particularly when dealing with implicit sentiments, nested structures, and nuanced semantic ...
Muhammad Aqeel, Francesco Setti
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Aspect-Based Sentiment Analysis for Service Industry
IEEE AccessIn 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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Aspect-based Sentiment Analysis Techniques: A Comparative Study
2024 Moratuwa Engineering Research Conference (MERCon)Since the dawn of the digitalisation era, customer feedback and online reviews are unequivocally major sources of insights for businesses. Consequently, conducting comparative analyses of such sources has become the de facto modus operandi of any business that wishes to give itself a competitive edge over its peers and improve customer loyalty ...
Jayakody, Dineth +6 more
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Aspect Based Sentiment Analysis with Aspect-Specific Opinion Spans
, 2020 EMNLP ...
Xu, Lu +3 more
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Aspect-Level Sentiment Analysis Model Combining Double Graph Convolution and Gated Linear Unit [PDF]
Jisuanji gongchengThe 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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Aspect-Level Sentiment Analysis Based on Syntax-Aware and Graph Convolutional Networks
Applied SciencesAspect-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
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Aspect-Based Sentiment Analysis
, 2016 In this fast paced and social media frenzy world, decision making has been revolutionized as there are lots of opinions floating on the internet in the form of blogs, social media updates, forums etc. This paper focuses on how banks can utilize these reviews to improve their services. The reviews are scraped from the internet and the sentiment analysis
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