AIK

This repository (under construction) is the implementation of Towards Multi-label Unknown Intent Detection, which is accepted by COLING 2022.

Requirements

Install requirements:

pip install -r requirements.txt

Other preparations:

• Download bert-base-uncased and update the base.yaml file in the configs folder to locate it.

Usage

bash aik.sh

Citation

@inproceedings{ouyang-etal-2022-towards,
    title = "Towards Multi-label Unknown Intent Detection",
    author = "Ouyang, Yawen  and
      Wu, Zhen  and
      Dai, Xinyu  and
      Huang, Shujian  and
      Chen, Jiajun",
    booktitle = "Proceedings of the 29th International Conference on Computational Linguistics",
    month = oct,
    year = "2022",
    address = "Gyeongju, Republic of Korea",
    publisher = "International Committee on Computational Linguistics",
    url = "https://aclanthology.org/2022.coling-1.52",
    pages = "626--635",
}