Graph-enhanced implicit aspect-level sentiment analysis based on multi-prompt fusion [PDF]
Scientific ReportsImplicit Aspect-Level Sentiment Analysis aims to identify aspect items and opinion items that do not appear in unstructured text. These items can be analyzed based on the semantics of the text.
Xu Li +3 more
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Implicit And Explicit Aspect Extraction In Financial Microblogs [PDF]
Proceedings of the First Workshop on Economics and Natural Language Processing, 2018 This paper focuses on aspect extraction which is a sub-task of Aspect-based Sen- timent Analysis. The goal is to report an extraction method of financial aspects in microblog messages. Our approach uses a stock-investment taxonomy for the iden- tification of explicit and implicit aspects.
Thomas Gaillat +5 more
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A Systematic Review on Implicit and Explicit Aspect Extraction in Sentiment Analysis [PDF]
IEEE Access, 2020 Aspect-based sentiment analysis (ABSA) is currently among the most vigorous areas in natural language processing (NLP). Individuals, private and government institutions are increasingly using media sources for decision making.
Jaafar Zubairu Maitama +4 more
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Neural Collaborative Filtering for Chinese Movies Based on Aspect-Aware Implicit Interactions [PDF]
IEEE Access, 2022 Aspect information mining from user comments has become an important means to improve the performance of recommendation systems (RSs). This is because aspect information in comments is fine-grained and tends to reflect the interactions and preferences of
Hui Deng, Chao Zhai, Lina Zheng
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WordNet Semantic Relations Based Enhancement of KNN Model for Implicit Aspect Identification in Sentiment Analysis [PDF]
International Journal of Computational Intelligence Systems, 2023 Opinion mining or sentiment analysis (SA) is a key component of real-world applications for e-commerce organizations, manufacturers, and customers. SA deals with the computational evaluation of people’s views, thoughts, and feelings in the text, whether ...
Halima Benarafa +2 more
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Exploring implicit and explicit aspects of sense of agency [PDF]
Consciousness and Cognition, 2012 Sense of agency refers to the sense of initiating and controlling actions in order to influence events in the outside world. Recently, a distinction between implicit and explicit aspects of sense of agency has been proposed, analogous to distinctions found in other areas of cognition, notably learning.
James W. Moore +3 more
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Modeling and Reasoning over Distributed Systems using Aspect-Oriented Graph Grammars [PDF]
Electronic Proceedings in Theoretical Computer Science, 2010 Aspect-orientation is a relatively new paradigm that introduces abstractions to modularize the implementation of system-wide policies. It is based on a composition operation, called aspect weaving, that implicitly modifies a base system by performing ...
Rodrigo Machado +2 more
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Weakly Supervised Learning Approach for Implicit Aspect Extraction
Information, 2023 Aspect-based sentiment analysis (ABSA) is a process to extract an aspect of a product from a customer review and identify its polarity. Most previous studies of ABSA focused on explicit aspects, but implicit aspects have not yet been the subject of much ...
Aye Aye Mar +2 more
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Methods of implicit aspect detection in Russian publicism sentences
Моделирование и анализ информационных системThe paper compares performance of various methods of automatic implicit aspect detection in publicism sentences in Russian. The task of implicit aspect detection is an auxiliary task in the aspect-oriented sentiment analysis.
Anatoliy Y. Poletaev +2 more
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Implicitness as Multiple-Aspect Problem: Implicitness in Language and Speech [PDF]
Izvestiya of Saratov University. Sociology. Politology, 2009 In the article implicitness is discussed as having several forms: implicitness as a phenomenon of language, implicitness in discourse, implicitness in an ironical utterance. Implicitness makes an utterance poly-propositional.
E.V. Ermakova
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