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Aspect Based Sentiment Analysis On Mams

Metrics

Acc

Macro-F1

Results

Performance results of various models on this benchmark

			Paper Title	Repository
YORO	86.08	85.51	You Only Read Once: Constituency-Oriented Relational Graph Convolutional Network for Multi-Aspect Multi-Sentiment Classification	-
RGAT+	84.52	83.74	Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network
TGCN + BERT	83.68	83.07	Aspect-based Sentiment Analysis with Type-aware Graph Convolutional Networks and Layer Ensemble	-
CapsNet-BERT	83.391	-	A Challenge Dataset and Effective Models for Aspect-Based Sentiment Analysis	-
CapsNet-BERT-DR	82.970	-	A Challenge Dataset and Effective Models for Aspect-Based Sentiment Analysis	-

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Aspect Based Sentiment Analysis On Mams | SOTA | HyperAI