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2020-AI-Financial-User-Review-Categories

2020 AI研习社 金融用户评论分类

image

image

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-*- bert -*- 
min_epochs = 3
max_eppochs = 6
batch:4
score:86.11 / 测试使用多人投票:87.3075


-*- longformer -*-
min_epochs = 3
max_eppochs = 4
batch:4   
score:87.8355

min_epochs = 3
max_eppochs = 5
batch:4
score:89.5073    


-*- longformer + preprocess + adversarial_validation-*-
min_epochs = 8
max_eppochs = 10
batch:4
score:89.81