MatRank: Text Re-ranking by Latent Preference Matrix.
Jinwen LuoJiuding YangWeidong GuoChenglin LiDi NiuYu XuPublished in: EMNLP (Findings) (2022)
Keyphrases
- cross media retrieval
- text mining
- pairwise comparison
- multiple criteria
- preference learning
- ranking algorithm
- database
- latent variables
- text documents
- information retrieval
- pairwise comparisons
- free text
- content features
- ranking functions
- text retrieval
- learning to rank
- user feedback
- web search
- multi criteria
- multi attribute
- keywords
- textual features
- ordinal regression
- user preferences
- singular value decomposition
- co occurrence
- covariance matrix
- dimensionality reduction
- text classification
- pairwise
- feature space