Data Scaling Laws in NMT: The Effect of Noise and Architecture.
Yamini BansalBehrooz GhorbaniAnkush GargBiao ZhangColin CherryBehnam NeyshaburOrhan FiratPublished in: ICML (2022)
Keyphrases
- data sets
- data analysis
- data structure
- noisy data
- high quality
- prior knowledge
- input data
- data processing
- historical data
- raw data
- sensor data
- data collection
- complex data
- original data
- sensor networks
- missing data
- synthetic data
- database
- training data
- high dimensional data
- image data
- data points
- end users
- spatial data
- data sources
- information systems
- learning algorithm
- databases
- random noise