Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature Perspective.
Shihan DouRui ZhengTing WuSongyang GaoJunjie ShanQi ZhangYueming WuXuanjing HuangPublished in: COLING (2022)
Keyphrases
- viewpoint
- feature vectors
- information technology
- redundant features
- preprocessing step
- closely related
- natural language
- genetic algorithm
- visual features
- real time
- multiscale
- keywords
- preprocessing
- expert systems
- database
- information retrieval
- image features
- case based reasoning
- information retrieval systems
- real world
- data sets
- irrelevant features