Reaching the End of Unbiasedness: Uncovering Implicit Limitations of Click-Based Learning to Rank.
Harrie OosterhuisPublished in: ICTIR (2022)
Keyphrases
- learning to rank
- ranking functions
- web search
- loss function
- information retrieval
- behavioral targeting
- ranking svm
- evaluation measures
- direct optimization
- document retrieval
- query dependent
- search engine
- evaluation metrics
- retrieval systems
- ranking models
- relevance judgments
- collaborative filtering
- learning to rank algorithms
- pairwise
- precision and recall
- metadata
- user behavior
- web search engines
- supervised learning
- ranking list
- benchmark datasets