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Aspect Based Sentiment Analysis
Aspect Based Sentiment Analysis On Semeval 5
Aspect Based Sentiment Analysis On Semeval 5
평가 지표
F1
평가 결과
이 벤치마크에서 각 모델의 성능 결과
Columns
모델 이름
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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