/InsuranceQA_zh

InsuranceQA models for Chinese corpus in insurance fields.

Primary LanguagePythonApache License 2.0Apache-2.0

InsuranceQA_zh

Question and Answering Language Model

Welcome

Convolutional Neural Network for Chinese InsuranceQA Corpus with TensorFlow, implementation of paper "Applying Deep Learning to Answer Selection: A Study and An Open Task".

Deps

  • py2
  • TensorFlow v1.0+
pip install -r Requirements.txt

Train

python2 train.py

Customize the hyper parameters: python2 train.py --help

Metrics

scripts/start_tensorboard.sh
open http://localhost:6006

在默认参数下,运行57,123 steps: loss 0.591968, acc 0.8

Data

insuranceQA Chinese Corpus

Documentation

https://github.com/l11x0m7/InsuranceQA_zh/wiki

  • 网络设计

  • 数据设计

  • 调优过程

  • 结果

  • 参考文献

Others

insuranceQA English Corpus

License

Apache 2.0