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Wray Buntine

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Towards Uncertainty-Aware Language Agent

Feb 08, 2024
Jiuzhou Han, Wray Buntine, Ehsan Shareghi

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OntoMedRec: Logically-Pretrained Model-Agnostic Ontology Encoders for Medication Recommendation

Jan 29, 2024
Weicong Tan, Weiqing Wang, Xin Zhou, Wray Buntine, Gordon Bingham

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Harnessing the Power of Beta Scoring in Deep Active Learning for Multi-Label Text Classification

Jan 15, 2024
Wei Tan, Ngoc Dang Nguyen, Lan Du, Wray Buntine

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Bayesian Estimate of Mean Proper Scores for Diversity-Enhanced Active Learning

Dec 15, 2023
Wei Tan, Lan Du, Wray Buntine

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HOMOE: A Memory-Based and Composition-Aware Framework for Zero-Shot Learning with Hopfield Network and Soft Mixture of Experts

Nov 23, 2023
Do Huu Dat, Po Yuan Mao, Tien Hoang Nguyen, Wray Buntine, Mohammed Bennamoun

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Open-Set Graph Anomaly Detection via Normal Structure Regularisation

Nov 12, 2023
Qizhou Wang, Guansong Pang, Mahsa Salehi, Wray Buntine, Christopher Leckie

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Low-Resource Named Entity Recognition: Can One-vs-All AUC Maximization Help?

Nov 02, 2023
Ngoc Dang Nguyen, Wei Tan, Lan Du, Wray Buntine, Richard Beare, Changyou Chen

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Reward Engineering for Generating Semi-structured Explanation

Sep 15, 2023
Jiuzhou Han, Wray Buntine, Ehsan Shareghi

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A Survey on Out-of-Distribution Evaluation of Neural NLP Models

Jun 27, 2023
Xinzhe Li, Ming Liu, Shang Gao, Wray Buntine

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