Learning to Rank Generation with Pairwise Partial Rewards.
Youngwon LeeJinu LeeSeung-won HwangPublished in: EMNLP (2023)
Keyphrases
- learning to rank
- pairwise
- loss function
- information retrieval
- ranking functions
- direct optimization
- reinforcement learning
- evaluation metrics
- evaluation measures
- similarity measure
- multi class
- semi supervised
- document retrieval
- query dependent
- ranking svm
- machine learning
- exploration exploitation dilemma
- learning to rank algorithms
- test collection
- decision trees
- retrieval systems
- collaborative filtering
- pairwise classification
- directly optimize
- search engine
- balancing exploration and exploitation
- data mining