DeMuX: Data-efficient Multilingual Learning.
Simran KhanujaSrinivas GowrirajLucio M. DeryGraham NeubigPublished in: NAACL-HLT (2024)
Keyphrases
- data sets
- synthetic data
- database
- prior knowledge
- data processing
- statistical analysis
- learning models
- reinforcement learning
- data points
- background knowledge
- data collection
- machine learning
- original data
- raw data
- human experts
- learning tasks
- network structure
- experimental data
- data structure
- training data
- image data
- learning process
- relational databases
- data analysis
- high quality
- learning systems
- data mining techniques
- supervised learning
- data distribution
- data sources
- active learning
- data objects
- noisy data
- data quality