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Aspect Extraction and Sentiment Classification on 14res (test)

82.6F1 ScoreAESC-Contra
46.77256.073565.37574.6765Jan 4, 2021Jun 23, 2021Dec 11, 2021May 30, 2022Nov 17, 2022May 6, 2023Oct 24, 2023

Evaluation results

MethodLinks
AESC-ContraBackbone=T5, Contrastive Pre-training=true2023.1082.6——
AESC-BaseBackbone=T5, Contrastive Pre-training=false2023.1081.8——
SentiPrompt2023.1081.1——
EHG2023.1079.3——
GAS-R2023.1079——
Unified-BART-ABSA2023.1078.5——
Dual-MRCBackbone=BERT-Base-Uncased2021.0176.5776.8476.31
Peng-two-stageTagging Schema=unified tagging2021.0174.1974.4173.97
Li-unified-RTagging Schema=unified tagging2021.0173.7973.1574.44
CMLA2021.0170.6267.873.69
ChatGPT2023.1063.4——
RINANTE2021.0148.1548.9747.36