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A Survey on Multimodal Aspect-Based Sentiment Analysis
IEEE AccessMultimodal Aspect-Based Sentiment Analysis (MABSA), as an emerging task in the field of sentiment analysis, has recently received widespread attention. Its aim is to combine relevant multimodal data to determine the sentiment polarity of a given aspect ...
Hua Zhao +3 more
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Aspect-Based Sentiment Analysis Based on Aspect-Part-Of-Speech Perception [PDF]
Jisuanji gongchengAspect-Based Sentiment Analysis(ABSA) is a research focal point in natural language processing, whose task is to predict the emotional polarity of a given aspect in a sentence. Currently, most studies have overlooked the role of aspect words and specific
Weihuan XIA, Liefa LIAO, Shouxin ZHANG, Yanqin ZHANG
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Method for Aspect-Based Sentiment Annotation Using Rhetorical Analysis
, 2017 This paper fills a gap in aspect-based sentiment analysis and aims to present a new method for preparing and analysing texts concerning opinion and generating user-friendly descriptive reports in natural language.
JR Martin +5 more
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Aspect-based sentiment analysis using smart government review data [PDF]
Applied Computing and InformaticsDigital resources such as smart applications reviews and online feedback information are important sources to seek customers’ feedback and input. This paper aims to help government entities gain insights on the needs and expectations of their customers ...
Omar Alqaryouti +3 more
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Rude waiter but mouthwatering pastries! An exploratory study into Dutch aspect-based sentiment analysis [PDF]
, 2016 The fine-grained task of automatically detecting all sentiment expressions within a given document and the aspects to which they refer is known as aspect-based sentiment analysis.
De Clercq, Orphée, Hoste, Veronique
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Aspect Based Sentiment Analysis Marketplace Product Reviews Using BERT, LSTM, and CNN
Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), 2023 Bukalapak is one of the largest marketplaces in Indonesia. Reviews on Bukalapak are only in the form of text, images, videos, and stars without any special filters. Reading and analyzing manually makes it difficult for potential buyers. To help with this,
Syaiful Imron +3 more
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IJCCS (Indonesian Journal of Computing and Cybernetics Systems), 2021 Someone's opinion on a product or service that is poured through a review is something that is quite important for the owner or potential customer. However, the large number of reviews makes it difficult for them to analyze the information contained in ...
Putri Rizki Amalia, Edi Winarko
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Aspect based Sentiment Analysis of Employee’s Review Experience
Journal of Information Systems Engineering and Business Intelligence, 2020 Background: Employees of technology companies evaluate their experience through online reviews. Online reviews of companies from employees or former employees help job seeker to find out the weaknesses and strengths of the companies.
Nasa Zata Dina, Nyoman Juniarta
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SentiTur: Building Linguistic Resources for Aspect-Based Sentiment Analysis in the Tourism Sector [PDF]
, 2018 The use of linguistic resources beyond the scope of language studies, i.e. commercial purposes, has become commonplace since the availability of massive amounts of data and the development of tools to process them. An interesting focus on these materials
Orroquia Barea, Aroa +1 more
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Modern Approaches to Aspect-Based Sentiment Analysis
Труды Института системного программирования РАН, 2018 The paper presents a survey of methods solving the actual task of aspect-based sentiment analysis. Solutions for this task were proposed at multiple natural language processing conferences.
I. . Andrianov +2 more
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