OutFlip

This is the implemenation of following paper:

DongHyun Choi, Myeong Cheol Shin, EungGyun Kim and Dong Ryeol Shin, OutFlip: Generating Examples for Unknown Intent Detection with Natural Language Attack, ACL Findings, 2021

https://arxiv.org/abs/2105.05601

Requirements

tensorflow 2.0
nltk

How to Train with Sample training data

python main.py --config ./config/config_bilstm.json --store ./train_sample_model --train ./sample/train.txt --dev ./sample/dev.txt --test ./sample/test.txt --attack_num 2

Contact

nlp.en@kakaoenterprise.com