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From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction Tuning.
Ming Li
Yong Zhang
Zhitao Li
Jiuhai Chen
Lichang Chen
Ning Cheng
Jianzong Wang
Tianyi Zhou
Jing Xiao
Published in:
NAACL-HLT (2024)
Keyphrases
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data quality
data collection
data sets
high quality
database
data analysis
synthetic data
data processing
image data
experimental data
training data
data points
data structure
complex data
end users
machine learning
data distribution
statistical methods
raw data
data mining