DeMuX: Data-efficient Multilingual Learning.
Simran KhanujaSrinivas GowrirajLucio M. DeryGraham NeubigPublished in: CoRR (2023)
Keyphrases
- data sets
- prior knowledge
- data structure
- learning process
- data sources
- synthetic data
- learning tasks
- human experts
- database
- high quality
- training data
- learning algorithm
- hidden variables
- data distribution
- learning systems
- data collection
- data processing
- data mining techniques
- image data
- data analysis
- data quality
- knowledge discovery
- end users
- unsupervised learning
- labeled data
- active learning
- background knowledge
- attribute values
- reinforcement learning
- small number
- original data
- high dimensional
- xml documents
- missing data
- data model
- high dimensional data
- collaborative learning
- input data
- supervised learning