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agpc's Introduction

Automatic Generation of Personalized Comment Based on User Profile

Requirements

  • Python 3.5
  • tensorflow 1.4

Preprocessing

python prep_data.py

We provide the sample data in sample_data/sample_data.csv

Training

python train_PCGN.py

All configurations and hyperparameters of the model are in configs/pcgn_config.yaml

Inference and Evaluation

python infer_PCGN.py

Citing this work

Please kindly cite our paper if this paper or the code are helpful.

@article{zeng2019automatic,
  title={Automatic Generation of Personalized Comment Based on User Profile},
  author={Zeng, Wenhuan and Abuduweili, Abulikemu and Li, Lei and Yang, Pengcheng},
  journal={ACL 2019},
  pages={229},
  year={2019}
}

agpc's People

Contributors

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Stargazers

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Watchers

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Forkers

meimignwei xiao00yang bowenzzzzzz999 tobiaslee compass-star astrodrew mohammadaminabbasi wenhuan22 jiangyuangit

agpc's Issues

AttributeError: module 'tensorflow.python.ops.rnn_cell_impl' has no attribute '_like_rnncell'

WARNING:tensorflow:From C:\Users\cydream\Desktop\AGPC-master\model\cell.py:12: BasicLSTMCell.init (from tensorflow.python.ops.rnn_cell_impl) is deprecated and will be removed in a future version.
Instructions for updating:
This class is deprecated, please use tf.nn.rnn_cell.LSTMCell, which supports all the feature this cell currently has. Please replace the existing code with tf.nn.rnn_cell.LSTMCell(name='basic_lstm_cell').
Traceback (most recent call last):
File "train_PCGN.py", line 174, in
main(config)
File "train_PCGN.py", line 79, in main
l2_regularize=l2_regularize, learning_rate=learning_rate, max_to_keep=max_checkpoints, max_gradient_norm=max_gradient_norm,
File "C:\Users\cydream\Desktop\AGPC-master\model\PCGN_model.py", line 89, in init
self.build_model()
File "C:\Users\cydream\Desktop\AGPC-master\model\PCGN_model.py", line 300, in build_model
name='PCGNWrapper')
File "C:\Users\cydream\Desktop\AGPC-master\model\PCGN_attention.py", line 152, in init
if not rnn_cell_impl._like_rnncell(cell): # pylint: disable=protected-access
AttributeError: module 'tensorflow.python.ops.rnn_cell_impl' has no attribute '_like_rnncell'

我装的tensorflow1.4 出现了这个错误

论文

找不到论文下载链接，可以分享一下吗？

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