Query Distillation: BERT-based Distillation for Ensemble Ranking.
Wangshu ZhangJunhong LiuZujie WenYafang WangGerard de MeloPublished in: COLING (Industry) (2020)
Keyphrases
- query processing
- database
- response time
- document ranking
- keyword queries
- ranking scheme
- web search
- user queries
- ranking list
- document relevance
- query specific
- query independent
- result set
- query dependent
- ranking algorithm
- result list
- web image search
- training set
- keyword search
- short list
- learning algorithm
- neural network
- scoring functions
- ensemble learning
- meta search
- entity ranking
- search engine
- learning to rank
- ranking functions
- query evaluation
- retrieval systems
- rank aggregation
- query expansion
- relevance feedback
- data sources
- keywords
- documents retrieved
- return a ranked list
- feature selection
- search result diversification
- user interaction
- retrieval quality
- relevance ranking
- search queries