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Mar 24, 2023 · Aspect-based sentiment analysis aims to extract aspect and opinion terms, and identify the sentiment polarities for such terms. The majority of research has proposed effective methods in individual subtasks, and some multi-task learning models have been designed to deal with combining two subtasks, such as extracting aspect terms and opinions in pairs. Recently, there have been some studies on ...

Besides, we also standardize the comparative study by consistently utilizing a hold-out validation dataset for model selection, which is largely ignored by previous …

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We start the chapter with a brief contextual introduction to the problem of sentiment analysis and opinion mining and extend our introduction with some of its …

Apr 3, 2016 · DOI: 10.1007/978-3-319-75487-1_22 Corpus ID: 3999396; A Multilevel Approach to Sentiment Analysis of Figurative Language in Twitter @inproceedings{Patra2016AMA, title={A Multilevel Approach to Sentiment Analysis of Figurative Language in Twitter}, author={Braja Gopal Patra and Soumadeep Mazumdar and Dipankar Das and Paolo Rosso and Sivaji Bandyopadhyay}, booktitle={Conference on Intelligent ...

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