/VAE-KPCA-HDBSCAN

Official Implementation of "A Hybrid Architecture for Out of Domain Intent Detection and Intent Discovery"

Primary LanguagePython

VAE-KPCA-HDBSCAN

Official Implementation of "A Hybrid Architecture for Out of Domain Intent Detection and Intent Discovery"

How to run?

  1. install libraries in requirements.txt
pip install -r requirements.txt
  1. edit parameters in config.json as your needs
  2. run main.py to train models
python main.py
  1. run predict.py to evaluate models
python predict.py

Note

This repository currently contains only the implementation of OOD Intent Detection, and the implementation of Intent Discovery will be added ASAP.


PWC PWC PWC