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Pretrained deep models outperform GBDTs in Learning-To-Rank under label scarcity.
Charlie Hou
Kiran Koshy Thekumparampil
Michael Shavlovsky
Giulia Fanti
Yesh Dattatreya
Sujay Sanghavi
Published in:
CoRR (2023)
Keyphrases
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learning to rank
information retrieval
document retrieval
ranking functions
machine learning
ranking svm
probabilistic model
web documents
evaluation measures
evaluation metrics
directly optimize
ranking models
biological systems
machine learning methods
benchmark datasets
active learning
multimedia