Personalizing Natural Language Understanding using Multi-armed Bandits and Implicit Feedback.
Fabian MoerchenPatrick ErnstGiovanni ZappellaPublished in: CIKM (2020)
Keyphrases
- natural language understanding
- implicit feedback
- multi armed bandits
- web search
- eye tracking
- user behavior
- semantic analysis
- explicit feedback
- search result
- user feedback
- natural language
- bandit problems
- knowledge representation
- recommender systems
- natural language processing
- search engine
- collaborative filtering
- user profiles
- dialogue system
- matrix factorization
- web search engines
- contextual information
- relevance feedback
- user interests
- multi armed bandit
- search logs
- query logs
- relevance judgments
- ranking functions
- user preferences
- personalized recommendation
- domain knowledge
- semantic information
- human computer interaction
- eye movements
- test collection