Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks.
Nandan ThakurNils ReimersJohannes DaxenbergerIryna GurevychPublished in: CoRR (2020)
Keyphrases
- pairwise
- synthetic data
- data analysis
- statistical methods
- input data
- prior knowledge
- missing data
- training samples
- image data
- similarity matrix
- database
- data sets
- training data
- correlation analysis
- spectral clustering
- prior information
- data mining
- similarity measure
- preprocessing
- detection method
- data structure
- multi class
- data sources
- objective function
- test data
- high order
- natural language
- text classification
- data points