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Can You Label Less by Using Out-of-Domain Data? Active & Transfer Learning with Few-shot Instructions.
Rafal Kocielnik
Sara Kangaslahti
Shrimai Prabhumoye
Meena Hari
R. Michael Alvarez
Anima Anandkumar
Published in:
CoRR (2022)
Keyphrases
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transfer learning
data sets
labeled data
target domain
data analysis
cross domain
prior knowledge
domain specific
machine learning
class labels
training data
video sequences
text categorization
machine learning algorithms
data distribution
neural network
knowledge transfer
databases