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06/15/2023
KoLA: Carefully Benchmarking World Knowledge of Large Language Models
The unprecedented performance of large language models (LLMs) necessitat...
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05/28/2022
Rethinking the Setting of Semi-supervised Learning on Graphs
We argue that the present setting of semisupervised learning on graphs m...
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04/07/2022
Jacobian Norm for Unsupervised Source-Free Domain Adaptation
Unsupervised Source (data) Free domain adaptation (USFDA) aims to transf...
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08/29/2021
Partial Domain Adaptation without Domain Alignment
Unsupervised domain adaptation (UDA) aims to transfer knowledge from a w...
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12/24/2020
Leave Zero Out: Towards a No-Cross-Validation Approach for Model Selection
As the main workhorse for model selection, Cross Validation (CV) has ach...
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09/01/2020
