Results 41 to 50 of about 446,831 (348)
Attention-based Sentiment Reasoner for aspect-based sentiment analysis [PDF]
Human-centric Computing and Information Sciences, 2019 AbstractAspect-based sentiment analysis (ABSA) is a powerful way of predicting the sentiment polarity of text in natural language processing. However, understanding human emotions and reasoning from text like a human continues to be a challenge. In this paper, we propose a model, named Attention-based Sentiment Reasoner (AS-Reasoner), to alleviate the ...
Ning Liu 0027 +4 more
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Zero-Shot Aspect-Based Sentiment Analysis
CoRR, 2022 Aspect-based sentiment analysis (ABSA) typically requires in-domain annotated data for supervised training/fine-tuning. It is a big challenge to scale ABSA to a large number of new domains. This paper aims to train a unified model that can perform zero-shot ABSA without using any annotated data for a new domain.
Lei Shu 0004 +3 more
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SemEval-2014 Task 4: Aspect Based Sentiment Analysis
International Workshop on Semantic Evaluation, 2014 Sentiment analysis is increasingly viewed as a vital task both from an academic and a commercial standpoint. The majority of current approaches, however, attempt to detect the overall polarity of a sentence, paragraph, or text span, irrespective of the ...
Maria Pontiki +5 more
semanticscholar +1 more source
A disentangled linguistic graph model for explainable aspect-based sentiment analysis
, 2023 Aspect-based sentiment analysis (ABSA) aims to use interactions between aspect terms and their contexts to predict sentiment polarity for given aspects in sentences.
Zhou, Yougen +5 more
core +1 more source
ASPECT-BASED SENTIMENT ANALYSIS METHODS IN RECENT YEARS
Asia-Pacific Journal of Information Technology and Multimedia, 2019 Sentiment Analysis (SA) is the computational treatment of opinions, sentiments and subjectivity of text. Aspect-based Sentiment Analysis (ABSA) is a specific SA that aims to extract most important aspects of an entity and predict the polarity of each ...
Zohreh Madhoushi +2 more
doaj +1 more source
Aspect based sentiment analysis [PDF]
, 2021 Τα συστήματα Ανάλυσης Συναισθήματος Βασισμένης σε Χαρακτηριστικά (Aspect Based Sentiment Analysis, ABSA) δέχονται ως είσοδο ένα σύνολο κειμένων (π.χ. κριτικές προϊόντων ή μηνύματα κοινωνικών δικτύων) που σχολιάζουν μια συγκεκριμένη οντότητα (π.χ. ένα συγκεκριμένο μοντέλου κινητού τηλεφώνου). Επιχειρούν να εντοπίσουν τα κυριότερα (π.χ.
openaire +1 more source
Deep learning-based application for multilevel sentiment analysis of Indonesian hotel reviews
Heliyon, 2023 Purpose: In this study, we present a web-based application that retrieves hotel review documents in Indonesian languages from an online travel agent (OTA) and analyses their sentiments from the coarse-grained document to the fine-grained aspect level ...
Retno Kusumaningrum +4 more
doaj +1 more source
Aspect-based sentiment analysis of Sindhi newspaper articles
, 2022 Aspect-Based Sentiment Analysis (ABSA) is a type of sentiment analysis that categorizes the polarity of sentiment based on the most important attributes of an entity related to a product, service or target.
Buller, Abdul Hafeez +3 more
core +1 more source
Syntax-enhanced aspect-based sentiment analysis with multi-layer attention
, 2023 As a key task of fine-grained sentiment analysis, aspect-based sentiment analysis aims to analyse people’s opinions at the aspect level from user-generated texts.
Jiang, Jianhua +9 more
core +1 more source
Employing relation extraction technology to jointly recognize aspect-polarity pairs in a text
四川大学学报. 自然科学版, 2022 Aspect-based sentiment analysis aims to identify the aspects mentioned in sentences and their sentiment polarity, which is an important task in fine-grained sentiment analysis.
BU Ling-Mei +3 more
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