iambabao / CopyNet

Practice on CopyNet with TensorFlow

CopyNet

Implement with tensorflow==1.14.

Task

I take Question Generation task as an example to show how model works.

The data is from this paper

You can run:

python preprocess.py

to generate data

How to use

You can run:

python run.py \
  --model copynet \
  --do_train \
  --epoch 30 \
  --batch 32 \
  --optimizer Adam \
  --lr 0.001 \
  --dropout 0.2 \
  --pre_train_epochs 5 \
  --early_stop 5 \
  --early_stop_delta 0.001

Acknowledgement

https://github.com/lspvic/CopyNet