Enterprise Search: Learning to Rank with Click-Through Data as a Surrogate for Human Relevance Judgements.
Colin DalyLucy HedermanPublished in: KDIR (2023)
Keyphrases
- learning to rank
- relevance judgements
- enterprise search
- test collection
- evaluation measures
- retrieval systems
- ranking functions
- information retrieval
- web search
- loss function
- document retrieval
- relevance assessments
- relevance judgments
- query dependent
- evaluation metrics
- search engine
- relevance feedback
- collaborative filtering
- user feedback
- search queries
- information retrieval systems
- supervised learning
- retrieval model
- database systems
- average precision
- search tasks
- relevant documents
- multimedia
- web pages
- language model