Towards Better Web Search Performance: Pre-training, Fine-tuning and Learning to Rank.
Haitao LiJia ChenWeihang SuQingyao AiYiqun LiuPublished in: CoRR (2023)
Keyphrases
- learning to rank
- fine tuning
- web search
- ranking functions
- query dependent
- fine tuned
- information retrieval
- supervised learning
- search engine
- web search engines
- evaluation measures
- loss function
- ranking models
- direct optimization
- document retrieval
- retrieval systems
- ranking svm
- directly optimize
- learning to rank algorithms
- query suggestion
- query logs
- evaluation metrics
- web pages
- collaborative filtering
- training set
- user feedback
- relevance judgments
- test collection
- machine learning