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thuiar / DeepAligned-Clustering

Discovering New Intents with Deep Aligned Clustering (AAAI 2021)
https://github.com/thuiar/DeepAligned-Clustering
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how to distinguish new intents and old intents(known intents) in the test phase? #9

Closed oYoungCo closed 2 years ago

oYoungCo commented 2 years ago

I'm interested in your work. Please, how to distinguish new intents and old intents(known intents) in the test phase?

HanleiZhang commented 2 years ago

Hi, thanks for your attention to our work. In this work, we only evaluate the clustering performance with typical unsupervised clustering metrics, NMI, ARI, and ACC (more details can be seen in the issue #1).
By the way, if you are interested in distinguishing the new intents and known intents, you can refer to our another paper, "TEXTOIR: An Integrated and Visualized Platform for Text Open Intent Recognition"(pdf, code)

oYoungCo commented 2 years ago

thank you.