Learning to Classify Open Intent via Soft Labeling and Manifold Mixup

Zifeng Cheng, Zhiwei Jiang, Yafeng Yin +2

Open intent classification is a practical yet challenging task in dialogue systems. Its objective is to accurately classify samples of known intents while at the same time detectin…