Aspect Extraction on SemEval-2014 Task-4

Metric: Laptop (F1) (higher is better)

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#	Model↕	Laptop (F1)▼	Extra Data	Paper	Date↕	Code
1	InstructABSA	92.3	No	InstructABSA: Instruction Learning for Aspect Ba...	2023-02-16	Code
2	ACE	87.4	No	Automated Concatenation of Embeddings for Struct...	2020-10-10	Code
3	PH-SUM	86.09	No	Improving BERT Performance for Aspect-Based Sent...	2020-10-22	Code
4	BAT	85.57	No	Adversarial Training for Aspect-Based Sentiment ...	2020-01-30	Code
5	Wei et al. (2020)	82.7	No	-	-	-

#1InstructABSASOTA
92.3
Laptop (F1)· 2023-02-16
InstructABSA: Instruction Learning for Aspect Based Sentiment Analysis Code
#2ACESOTA
87.4
Laptop (F1)· 2020-10-10
Automated Concatenation of Embeddings for Structured Prediction Code
#3PH-SUM
86.09
Laptop (F1)· 2020-10-22
Improving BERT Performance for Aspect-Based Sentiment Analysis Code
#4BATSOTA
85.57
Laptop (F1)· 2020-01-30
Adversarial Training for Aspect-Based Sentiment Analysis with BERT Code
#5Wei et al. (2020)
82.7
Laptop (F1)
No paper