Aspect Category Sentiment Analysis

task ID: aspectcategorysentimentanalysis

Related Papers

A Multi-Task Incremental Learning Framework with Category Name Embedding for Aspect-Category Sentiment Analysis

Authors: nan

Publication: TIPSTER (2020)

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Abstract(T)ACSA tasks, including aspect-category sentiment analysis (ACSA) and targeted aspect-category sentiment analysis (TACSA), aims at identifying sentiment polarity on predefined categories. Incremental learning on new categories is necessary for (T)ACSA …...

29940

ASAP: A Chinese Review Dataset Towards Aspect Category Sentiment Analysis and Rating Prediction

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AbstractSentiment analysis has attracted increasing attention in e-commerce. The sentiment polarities underlying user reviews are of great value for business intelligence. Aspect category sentiment analysis (ACSA) and review rating prediction …...

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Beta Distribution Guided Aspect-aware Graph for Aspect Category Sentiment Analysis with Affective Knowledge

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AbstractIn this paper, we investigate the Aspect Category Sentiment Analysis (ACSA) task from a novel perspective by exploring a Beta Distribution guided aspect-aware graph construction based on external knowledge. That …...

32079

MMTL: The Meta Multi-Task Learning for Aspect Category Sentiment Analysis

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AbstractAspect Category Sentiment Analysis (ACSA), which aims to identify fine-grained sentiment polarities of the aspect categories discussed in user reviews. ACSA is challenging and costly when conducting it into real-world …...

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Solving Aspect Category Sentiment Analysis as a Text Generation Task

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AbstractAspect category sentiment analysis has attracted increasing research attention. The dominant methods make use of pre-trained language models by learning effective aspect category-specific representations, and adding specific output layers to …...

31743