A Deep Look into Neural Ranking Models for Information Retrieval.
Jiafeng GuoYixing FanLiang PangLiu YangQingyao AiHamed ZamaniChen WuW. Bruce CroftXueqi ChengPublished in: CoRR (2019)
Keyphrases
- ranking models
- information retrieval
- learning to rank
- web search
- ranking functions
- ranking algorithm
- benchmark datasets
- pairwise classification
- loss function
- evaluation measures
- search engine
- document retrieval
- directly optimize
- learning to rank algorithms
- relevance judgments
- machine learning methods
- information retrieval systems
- retrieval model
- retrieval systems
- evaluation metrics
- language model
- web queries
- text mining
- document collections
- query expansion
- ranking svm
- information extraction
- similarity measure