Intent Discovery for Enterprise Virtual Assistants: Applications of Utterance Embedding and Clustering to Intent Mining.
Minhua ChenBadrinath JayakumarMichael JohnstonS. Eman MahmoodiDaniel PresselPublished in: NAACL-HLT (Industry Papers) (2022)
Keyphrases
- data mining
- k means
- knowledge discovery
- exploratory analysis
- clustering algorithm
- cluster analysis
- speech recognition
- data clustering
- search query logs
- multidimensional scaling
- data mining tasks
- data mining techniques
- process mining
- virtual environment
- mining algorithm
- pattern discovery
- discovery process
- categorical data
- clustering method
- information systems
- frequent patterns
- frequent pattern discovery
- multiple data streams
- discovering interesting
- web logs
- search queries
- information management
- hierarchical clustering
- intelligent agents
- document clustering
- frequent itemsets
- distance metric
- outlier detection