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

2. edit parameters in config.json as your needs
3. run main.py to train models

python main.py

4. 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.

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