Sentiment Analysis on SemEval

Metric: Laptop 2014 (F1) (higher is better)

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#	Model↕	Laptop 2014 (F1)▼	Extra Data	Paper	Date↕	Code
1	FS-ABSA	71.16	Yes	-	-	Code
2	BARTABSA	67.37	No	A Unified Generative Framework for Aspect-Based ...	2021-06-08	Code
3	Dual-MRC	65.94	No	A Joint Training Dual-MRC Framework for Aspect B...	2021-01-04	-
4	RACL-BERT	63.4	No	-	-	Code
5	IMN-BERT	61.73	No	An Interactive Multi-Task Learning Network for E...	2019-06-17	Code
6	SPAN-BERT	61.25	No	Open-Domain Targeted Sentiment Analysis via Span...	2019-06-10	Code

#1FS-ABSA
71.16
Laptop 2014 (F1)· Extra Data
No paperCode
#2BARTABSASOTA
67.37
Laptop 2014 (F1)· 2021-06-08
A Unified Generative Framework for Aspect-Based Sentiment Analysis Code
#3Dual-MRCSOTA
65.94
Laptop 2014 (F1)· 2021-01-04
A Joint Training Dual-MRC Framework for Aspect Based Sentiment Analysis
#4RACL-BERT
63.4
Laptop 2014 (F1)
No paperCode
#5IMN-BERTSOTA
61.73
Laptop 2014 (F1)· 2019-06-17
An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis Code
#6SPAN-BERTSOTA
61.25
Laptop 2014 (F1)· 2019-06-10
Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification Code