Aspect Based Sentiment Analysis On Semeval 5

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名	F1	Paper Title	Repository
Double-propagation	27.1	-	-
SPAN	68.06	Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification
IMN	58.37	An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis
RACL-BERT	63.4	Relation-Aware Collaborative Learning for Unified Aspect-Based Sentiment Analysis	-
E2E-TBSA	57.9	A Unified Model for Opinion Target Extraction and Target Sentiment Prediction
FS-ABSA	71.16	A Simple yet Effective Framework for Few-Shot Aspect-Based Sentiment Analysis	-
BERT-E2E-ABSA	61.12	Exploiting BERT for End-to-End Aspect-based Sentiment Analysis
InstructABSA	79.34	InstructABSA: Instruction Learning for Aspect Based Sentiment Analysis
DOER	60.35	DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction

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