Code Repository for the paper 'A Framework to Generate High-quality Datapoints for Multiple Novel Intent Detection' accepted at Findings of NAACL, 2022.
1. Out of Domain Intent Detection (OODD)
2. Multiple Novel Intent Detection (MNID)
Requires an environment supporting python 3.6 and also need the following:
1. pip install tensorflow
2. pip install sentence-transformers
3. pip install scipy
4. pip install numpy
Please cite the work if you would like to use it.
@misc{https://doi.org/10.48550/arxiv.2205.02005,
doi = {10.48550/ARXIV.2205.02005},
url = {https://arxiv.org/abs/2205.02005},
author = {Mullick, Ankan and Purkayastha, Sukannya and Goyal, Pawan and Ganguly, Niloy},
keywords = {Computation and Language (cs.CL), Artificial Intelligence (cs.AI), FOS: Computer and information sciences, FOS: Computer and information sciences},
title = {A Framework to Generate High-Quality Datapoints for Multiple Novel Intent Detection},
publisher = {arXiv},
year = {2022},
copyright = {Creative Commons Attribution 4.0 International}
}
For any queries kindly contact:
1. Ankan Mullick (aankanmullick@gmail.com)
2. Sukannya Purkayastha (purkayasthasukannya020@gmail.com)