Experiment Platform for Dialogue Intent Recognition Based on Deep Learning

This chapter propose the first open intent recognition plat form TEXTOIR, which integrates two complete modules: open intent detection and open intent discovery. It provides toolkits for each module with common interfaces and integrates multiple advanced models and benchmark datasets for the convenience of further research. Additionally, it realizes a pipeline framework to combine the advantages of two modules. The overall framework achieves both identifying known intents and discovering open intents. A series of visualized surfaces help users to manage, train, evaluate, and analyze the performance of different methods.