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Target-Based Sentiment Analysis on DL Laptop (test)

63.43Precision

Base model + BG + OE

Updated 4d ago

Evaluation Results

Method	Links
Base model + BG + OE 2018.11		63.43	49.53	55.62
Full model 2018.11		61.27	54.89	57.9
Base model 2018.11		60	46.85	52.61
CRF-pipeline 2018.11		59.69	47.54	52.93
CRF-unified 2018.11		59.27	41.86	49.06
Base model + BG + SC 2018.11		58.95	53	55.81
NN-CRF-unified 2018.11		58.72	45.96	51.56
LSTM-CRF-2 2018.11		58.66	51.26	54.71
LSTM-CRF-1 2018.11		58.61	50.47	54.24
Base model + BG 2018.11		58.58	50.63	54.31
LSTM-unified 2018.11		57.91	46.21	51.4
NN-CRF-pipeline 2018.11		57.72	49.32	53.19
CRF-joint 2018.11		57.38	35.76	44.06
HAST-TNet 2018.11		56.42	54.2	55.29
NN-CRF-joint 2018.11		55.64	34.48	45.49
LM-LSTM-CRF 2018.11		53.31	59.4	56.19