Search Results for author: Xia Cui

Found 3 papers, 1 papers with code

Self-Adaptation for Unsupervised Domain Adaptation

no code implementations RANLP 2019 Xia Cui, Danushka Bollegala

Using the labelled data from the source domain, we first learn a projection that maximises the distance among the nearest neighbours with opposite labels in the source domain.

Unsupervised Domain Adaptation

Solving Feature Sparseness in Text Classification using Core-Periphery Decomposition

no code implementations SEMEVAL 2018 Xia Cui, Sadamori Kojaku, Naoki Masuda, Danushka Bollegala

We observe that prioritising features that are common to both training and test instances as cores during the CP decomposition to further improve the accuracy of text classification.

Domain Adaptation General Classification +4

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