Intent Detection and Discovery from User Logs via Deep Semi-Supervised Contrastive Clustering.
Rajat KumarMayur PatidarVaibhav VarshneyLovekesh VigGautam ShroffPublished in: NAACL-HLT (2022)
Keyphrases
- semi supervised
- unsupervised learning
- instance level constraints
- object detection
- semi supervised clustering
- user interface
- k means
- clustering algorithm
- discovery process
- clustering method
- anomaly detection
- data clustering
- document clustering
- user activity
- constrained clustering
- detection method
- log files
- cluster analysis
- false positives
- user preferences
- detection algorithm
- user interaction
- end users
- data mining
- hierarchical clustering
- semi supervised learning
- user behavior
- user profiles
- pairwise constraints
- pairwise
- user intent
- automatically discovering
- website