How to Train Data-Efficient LLMs.
Noveen SachdevaBenjamin ColemanWang-Cheng KangJianmo NiLichan HongEd H. ChiJames CaverleeJulian J. McAuleyDerek Zhiyuan ChengPublished in: CoRR (2024)
Keyphrases
- data analysis
- input data
- data sets
- application domains
- database
- historical data
- data sources
- data distribution
- machine learning
- data collection
- data quality
- original data
- raw data
- missing data
- high dimensional data
- statistical analysis
- data points
- learning algorithm
- data structure
- web pages
- information sources
- data processing
- image data
- probability distribution
- prior knowledge
- training data