/text_classification_tf

Primary LanguagePython

Bag of Words Meets Bags of Popcorn

竞赛链接

数据下载

data

评估标准

roc_auc

kaggle score:

model score
ml 0.95188
数据扩充+ml 0.96977
cnn 0.94647
cnn+预训练 0.94608
rnn 0.79370
rcnn 0.92285
rnn+atten 0.93044
transformer 0.86324
bert(uncased_L-12_H-768_A-12) 0.96632
albert(base_v2) 0.90293

实验环境

Tesla P100 16G cuda9
python:3.6
torch:1.2.0.dev20190722

参考链接

google-research/bert google-research/ALBERT