Certified Robustness to Word Substitution Ranking Attack for Neural Ranking Models.
Chen WuRuqing ZhangJiafeng GuoWei ChenYixing FanMaarten de RijkeXueqi ChengPublished in: CIKM (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
- directly optimize
- pairwise classification
- web search engines
- evaluation measures
- co occurrence
- query dependent
- clickthrough data
- collaborative filtering
- search engine
- user feedback
- relevance judgments
- document retrieval
- web pages
- machine learning
- information extraction
- machine learning methods