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Diversity Enhanced Active Learning with Strictly Proper Scoring Rules


Oct 27, 2021
Wei Tan, Lan Du, Wray Buntine


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Multilingual Neural Machine Translation:Can Linguistic Hierarchies Help?


Oct 15, 2021
Fahimeh Saleh, Wray Buntine, Gholamreza Haffari, Lan Du


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The Neglected Sibling: Isotropic Gaussian Posterior for VAE


Oct 14, 2021
Lan Zhang, Wray Buntine, Ehsan Shareghi


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Neural Attention-Aware Hierarchical Topic Model


Oct 14, 2021
Yuan Jin, He Zhao, Ming Liu, Lan Du, Wray Buntine


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Transformer over Pre-trained Transformer for Neural Text Segmentation with Enhanced Topic Coherence


Oct 14, 2021
Kelvin Lo, Yuan Jin, Weicong Tan, Ming Liu, Lan Du, Wray Buntine


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All Labels Are Not Created Equal: Enhancing Semi-supervision via Label Grouping and Co-training


Apr 12, 2021
Islam Nassar, Samitha Herath, Ehsan Abbasnejad, Wray Buntine, Gholamreza Haffari

* Accepted in CVPR2021 

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Topic Modelling Meets Deep Neural Networks: A Survey


Feb 28, 2021
He Zhao, Dinh Phung, Viet Huynh, Yuan Jin, Lan Du, Wray Buntine

* A review on Neural Topic Models 

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SQAPlanner: Generating Data-InformedSoftware Quality Improvement Plans


Feb 19, 2021
Dilini Rajapaksha, Chakkrit Tantithamthavorn, Jirayus Jiarpakdee, Christoph Bergmeir, John Grundy, Wray Buntine

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 24 pages 

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Temporal Cascade and Structural Modelling of EHRs for Granular Readmission Prediction


Feb 04, 2021
Bhagya Hettige, Weiqing Wang, Yuan-Fang Li, Suong Le, Wray Buntine


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Discriminative, Generative and Self-Supervised Approaches for Target-Agnostic Learning


Nov 12, 2020
Yuan Jin, Wray Buntine, Francois Petitjean, Geoffrey I. Webb


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