UMDuluth-CS8761-12: A Novel Machine Learning Approach for Aspect Based Sentiment Analysis
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Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)BIG-bench Machine LearningSentiment AnalysisSimilar Papers 제목 키워드 기반
Aspect based Sentiment Analysis in Hindi: Resource Creation and Evaluation
Due to the phenomenal growth of online product reviews, sentiment analysis (SA) has gained huge attention, for example, by online service providers. A number of benchmark datasets for a wide range of domains have been ma…
Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)General ClassificationSentence+3Polarity and Intensity: the Two Aspects of Sentiment Analysis
Current multimodal sentiment analysis frames sentiment score prediction as a general Machine Learning task. However, what the sentiment score actually represents has often been overlooked. As a measurement of opinions an…
General ClassificationMultimodal Sentiment AnalysisMulti-Task LearningSentiment Analysis+1Various Approaches to Aspect-based Sentiment Analysis
The problem of aspect-based sentiment analysis deals with classifying sentiments (negative, neutral, positive) for a given aspect in a sentence. A traditional sentiment classification task involves treating the entire se…
Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)General ClassificationSentence+2AWARE: Aspect-Based Sentiment Analysis Dataset of Apps Reviews for Requirements Elicitation
The smartphone apps market is growing rapidly which challenges apps owners to continue improving their products and to compete in the market. The analysis of users feedback is a key enabler for improvements as stakeholde…
Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)Aspect Category DetectionAspect Category Polarity+4Aspect-based Sentiment Analysis as Machine Reading Comprehension
Existing studies typically handle aspect-based sentiment analysis by stacking multiple neural modules, which inevitably result in severe error propagation. Instead, we propose a novel end-to-end framework, MRCOOL: MRC-Pr…
Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)Machine Reading ComprehensionPrompt Learning+2