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Cold-Start Data Selection for Few-shot Language Model Fine-tuning: A Prompt-Based Uncertainty Propagation Approach.
Yue Yu
Rongzhi Zhang
Ran Xu
Jieyu Zhang
Jiaming Shen
Chao Zhang
Published in:
CoRR (2022)
Keyphrases
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fine tuning
language model
uncertain data
language modeling
machine learning
training data
n gram
information retrieval
data points
collaborative filtering
query expansion
web documents
image content