Aspect Extraction On Semeval 2014 Task 4 Sub 1

Laptop (F1)

Mean F1 (Laptop + Restaurant)

Restaurant (F1)

평가 결과

이 벤치마크에서 각 모델의 성능 결과

				Paper Title
InstructABSA	92.30	92.53	92.76	InstructABSA: Instruction Learning for Aspect Based Sentiment Analysis
ACE	87.4	-	92.0	Automated Concatenation of Embeddings for Structured Prediction
Wei et al. (2020)	82.7	-	87.1	Don't Eclipse Your Arts Due to Small Discrepancies: Boundary Repositioning with a Pointer Network for Aspect Extraction
DE-CNN	-	-	85.20	Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction
PH-SUM	86.09	84.215	82.34	Improving BERT Performance for Aspect-Based Sentiment Analysis
BAT	85.57	83.54	81.50	Adversarial Training for Aspect-Based Sentiment Analysis with BERT

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