Multi-aspects Rating Prediction Using Aspect Words and Sentences
Code (0)
등록된 구현이 없습니다.
Tasks
General ClassificationPredictionSentiment AnalysisSimilar Papers 제목 키워드 기반
Learning to Detect Opinion Snippet for Aspect-Based Sentiment Analysis
Aspect-based sentiment analysis (ABSA) is to predict the sentiment polarity towards a particular aspect in a sentence. Recently, this task has been widely addressed by the neural attention mechanism, which computes atten…
Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)Reinforcement LearningSentence+1User-Guided Aspect Classification for Domain-Specific Texts
Aspect classification, identifying aspects of text segments, facilitates numerous applications, such as sentiment analysis and review summarization. To alleviate the human effort on annotating massive texts, in this pape…
ClassificationGeneral ClassificationSentiment Analysistext-classification+1Relational Graph Attention Network for Aspect-based Sentiment Analysis
Aspect-based sentiment analysis aims to determine the sentiment polarity towards a specific aspect in online reviews. Most recent efforts adopt attention-based neural network models to implicitly connect aspects with opi…
Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)Graph AttentionSentence+1Latent Aspect Detection from Online Unsolicited Customer Reviews
Within the context of review analytics, aspects are the features of products and services at which customers target their opinions and sentiments. Aspect detection helps product owners and service providers to identify s…
Aspect Category DetectionHidden Aspect DetectionInformation RetrievalLatent Aspect DetectionJointly Modeling Aspect and Sentiment with Dynamic Heterogeneous Graph Neural Networks
Target-Based Sentiment Analysis aims to detect the opinion aspects (aspect extraction) and the sentiment polarities (sentiment detection) towards them. Both the previous pipeline and integrated methods fail to precisely …
Aspect ExtractionSentiment Analysis