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03/04/2023
DiTTO: A Feature Representation Imitation Approach for Improving Cross-Lingual Transfer
Zero-shot cross-lingual transfer is promising, however has been shown to...
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06/30/2022
"Diversity and Uncertainty in Moderation" are the Key to Data Selection for Multilingual Few-shot Transfer
Few-shot transfer often shows substantial gain over zero-shot transfer <...
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05/12/2022
Multi Task Learning For Zero Shot Performance Prediction of Multilingual Models
Massively Multilingual Transformer based Language Models have been obser...
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07/01/2021
Mitigating Uncertainty of Classifier for Unsupervised Domain Adaptation
Understanding unsupervised domain adaptation has been an important task ...
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06/08/2019
Attending to Discriminative Certainty for Domain Adaptation
In this paper, we aim to solve for unsupervised domain adaptation of cla...
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01/29/2019