Aspect-Based Sentiment Analysis (ABSA) on Sentihood

Metric: Aspect (higher is better)

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#	Model↕	Aspect▼	Extra Data	Paper	Date↕	Code
1	BERT-pair-QA-B	87.9	No	Utilizing BERT for Aspect-Based Sentiment Analys...	2019-03-22	Code
2	BERT-pair-QA-M	86.4	No	Utilizing BERT for Aspect-Based Sentiment Analys...	2019-03-22	Code
3	Liu et al.	78.5	No	Recurrent Entity Networks with Delayed Memory Up...	2018-04-30	Code
4	Sentic LSTM + TA + SA	78.18	No	-	-	-
5	LSTM-LOC	69.3	No	SentiHood: Targeted Aspect Based Sentiment Analy...	2016-10-12	-

#1BERT-pair-QA-BSOTA
87.9
Aspect· 2019-03-22
Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence Code
#2BERT-pair-QA-M
86.4
Aspect· 2019-03-22
Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence Code
#3Liu et al.SOTA
78.5
Aspect· 2018-04-30
Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-based Sentiment Analysis Code
#4Sentic LSTM + TA + SA
78.18
Aspect
No paper
#5LSTM-LOCSOTA
69.3
Aspect· 2016-10-12
SentiHood: Targeted Aspect Based Sentiment Analysis Dataset for Urban Neighbourhoods