On the Economics of Multilingual Few-shot Learning: Modeling the Cost-Performance Trade-offs of Machine Translated and Manual Data.
Kabir AhujaMonojit ChoudhurySandipan DandapatPublished in: CoRR (2022)
Keyphrases
- data sets
- data points
- database
- trade off
- high quality
- learning algorithm
- data analysis
- data collection
- digital libraries
- prior knowledge
- data quality
- image data
- training data
- human experts
- online learning
- learning systems
- computational intelligence
- learned models
- labor intensive
- learning models
- error prone
- data processing
- data mining techniques
- neural network
- data sources
- active learning
- data structure
- reinforcement learning