text-style-transfer-comparable-corpora

Keras implementation of Style Transfer in Text: Exploration and Evaluation (AAAI, 2018)

Requirements

• Python2
• Keras 2.1.6
• Tensorflow 1.5.0

Data

• For adversarial style embedding model: Sentiment Review Dataset
  • toy_data is already included in the repository
  • get the original data at: http://jmcauley.ucsd.edu/data/amazon/links.html

Usage

# For seq2seq auto-encoder model with adversarial network and style embedding: Solve Style Transfer Problem
python -m bin.seq2seq_adv_style_model_train
python -m bin.seq2seq_adv_style_model_test

References

• Style Transfer in Text: Exploration and Evaluation (AAAI, 2018)
• Theano Implementaion of "Style Transfer in Text: Exploration and Evaluation"

For Citation

@misc{jonghkim,
  author = {Jongho Kim},
  title = {text-style-transfer-comparable-corpora},
  year = {2018},
  publisher = {GitHub},
  journal = {GitHub repository},
  howpublished = {\url{https://github.com/jonghkim/text-style-transfer-comparable-corpora}},
}