SOTAVerified

Intent Discovery

Given a set of labelled and unlabelled utterances, the idea is to identify existing (known) intents and potential (new intents) intents. This method can be utilised in conversational system setting.

Papers

Showing 4142 of 42 papers

TitleStatusHype
A Clustering Framework for Unsupervised and Semi-supervised New Intent DiscoveryCode0
Towards Real-world Scenario: Imbalanced New Intent DiscoveryCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1k-PCA + HDBSCANARI74.94Unverified
#ModelMetricClaimedVerifiedStatus
1k-PCA + HDBSCANARI11.97Unverified
#ModelMetricClaimedVerifiedStatus
1k-PCA + HDBSCANARI59.23Unverified