Listwise Generative Retrieval Models via a Sequential Learning Process.
Yubao TangRuqing ZhangJiafeng GuoMaarten de RijkeWei ChenXueqi ChengPublished in: CoRR (2024)
Keyphrases
- retrieval model
- learning to rank
- learning process
- document retrieval
- test collection
- pairwise
- information retrieval
- loss function
- ranking functions
- retrieval systems
- language model
- language modeling
- retrieval effectiveness
- text retrieval
- information retrieval systems
- evaluation measures
- ranking algorithm
- vector space model
- vector space
- generative model
- tf idf
- language modeling framework
- query expansion
- user queries
- learning to rank algorithms
- relevance feedback
- e learning
- document collections
- balancing exploration and exploitation
- active learning
- query dependent
- learning environment
- reinforcement learning
- evaluation metrics
- retrieval functions
- retrieval process
- collaborative filtering
- average precision
- xml retrieval
- search engine