Sentiment Analysis on SemEval 2014 Task 4 Sub Task 1

Metric: Restaurant (F1) (higher is better)

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#	Model↕	Restaurant (F1)▼	Extra Data	Paper	Date↕	Code
1	InstructABSA	92.76	No	InstructABSA: Instruction Learning for Aspect Ba...	2023-02-16	Code
2	SyMux	84.45	No	-	-	Code
3	BERT-PT	77.97	No	BERT Post-Training for Review Reading Comprehens...	2019-04-03	Code
4	RNCRF	69.74	No	Recursive Neural Conditional Random Fields for A...	2016-03-22	-

#1InstructABSASOTA
92.76
Restaurant (F1)· 2023-02-16
InstructABSA: Instruction Learning for Aspect Based Sentiment Analysis Code
#2SyMux
84.45
Restaurant (F1)
No paperCode
#3BERT-PTSOTA
77.97
Restaurant (F1)· 2019-04-03
BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis Code
#4RNCRFSOTA
69.74
Restaurant (F1)· 2016-03-22
Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis