Certified Robustness to Word Substitution Ranking Attack for Neural Ranking Models.
Chen WuRuqing ZhangJiafeng GuoWei ChenYixing FanMaarten de RijkeXueqi ChengPublished in: CoRR (2022)
Keyphrases
- ranking models
- learning to rank
- ranking functions
- web search
- ranking algorithm
- benchmark datasets
- information retrieval
- ranking svm
- loss function
- learning to rank algorithms
- pairwise classification
- clickthrough data
- evaluation measures
- query dependent
- directly optimize
- document retrieval
- information retrieval systems
- co occurrence
- supervised learning
- information extraction
- pairwise
- evaluation metrics
- relevance judgments
- feature extraction
- feature selection
- search engine