OpenCodePapers

sentiment-analysis-on-user-and-product

Sentiment Analysis
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PaperCodeIMDB (Acc)Yelp 2013 (Acc)Yelp 2014 (Acc)ModelNameReleaseDate
MA-BERT: Learning Representation by Incorporating Multi-Attribute Knowledge in Transformers✓ Link57.370.371.4MA-BERT
Rethinking Attribute Representation and Injection for Sentiment Classification✓ Link56.467.869.2BiLSTM+CHIM2019-08-26
Improving Review Representations with User Attention and Product Attention for Sentiment Classification✓ Link55.068.368.6HUAPA2018-01-24
Cold-Start Aware User and Product Attention for Sentiment Classification✓ Link54.265.7HCSC2018-06-14
Cascading Multiway Attentions for Document-level Sentiment Classification54.066.467.6CMA2017-11-01
Dual Memory Network Model for Biased Product Review Classification53.966.267.6DUPMN2018-09-16
Neural Sentiment Classification with User and Product Attention✓ Link53.365.066.7NSC2016-11-01
Capturing User and Product Information for Document Level Sentiment Analysis with Deep Memory Network46.563.961.3UPDMN2017-09-01
Learning Semantic Representations of Users and Products for Document Level Sentiment Classification43.559.660.8UPNN2015-07-01
Categorical Metadata Representation for Customized Text Classification✓ Link67.1BiLSTM + linear-basis-cust2019-02-14
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