OpenCodePapers

aspect-based-sentiment-analysis-on-mams

Aspect-Based Sentiment Analysis (ABSA)
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PaperCodeAccMacro-F1ModelNameReleaseDate
You Only Read Once: Constituency-Oriented Relational Graph Convolutional Network for Multi-Aspect Multi-Sentiment Classification✓ Link86.0885.51YORO2024-03-24
Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network✓ Link84.5283.74RGAT+2020-02-22
Aspect-based Sentiment Analysis with Type-aware Graph Convolutional Networks and Layer Ensemble✓ Link83.6883.07TGCN + BERT2021-06-01
A Challenge Dataset and Effective Models for Aspect-Based Sentiment Analysis✓ Link83.391CapsNet-BERT2019-11-01
A Challenge Dataset and Effective Models for Aspect-Based Sentiment Analysis✓ Link82.970CapsNet-BERT-DR2019-11-01