/ODChatbot-v2.0

Primary LanguagePython

ODChatbot-v2.0

Requirements

Python 3

  • torch==0.3.1
  • nltk
pip --no-cache-dir install -r requirements.txt

  • mkdir log

  • Download NLTK stopwords

In Python console:

>>> import nltk
>>> nltk.download()
Downloader> d
Identifier> stopwords

nltk.download('punkt')
  • Set simlink to this folder as an opsdroid skill (in ~/.local/share/opsdroid/opsdroid-modules/skill on Linux)
ln -sfn ~/ODChatbot-v2.0 ODExploration

Training with default parameters

python3 model.py -mode train -model tsdf-OD

Inference

python3 model.py -mode iteract -model tsdf-OD

Acknowledgement

Based on Sequicity

@inproceedings{lei2018sequicity,
  title={Sequicity: Simplifying Task-oriented Dialogue Systems with Single Sequence-to-Sequence Architectures},
  author={Lei, Wenqiang and Jin, Xisen and Ren, Zhaochun and He, Xiangnan and Kan, Min-Yen and Yin, Dawei},
  year={2018},
  organization={ACL}
}