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Patient Outcome and Zero-shot Diagnosis Prediction with Hypernetwork-guided Multitask Learning


Sep 07, 2021
Shaoxiong Ji, Pekka Marttinen


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Multi-task Balanced and Recalibrated Network for Medical Code Prediction


Sep 06, 2021
Wei Sun, Shaoxiong Ji, Erik Cambria, Pekka Marttinen


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Fine-tuning Pretrained Language Models with Label Attention for Explainable Biomedical Text Classification


Aug 28, 2021
Bruce Nguyen, Shaoxiong Ji


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Multitask Recalibrated Aggregation Network for Medical Code Prediction


Apr 30, 2021
Wei Sun, Shaoxiong Ji, Erik Cambria, Pekka Marttinen


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Does the Magic of BERT Apply to Medical Code Assignment? A Quantitative Study


Mar 11, 2021
Shaoxiong Ji, Matti Hölttä, Pekka Marttinen


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Emerging Trends in Federated Learning: From Model Fusion to Federated X Learning


Feb 25, 2021
Shaoxiong Ji, Teemu Saravirta, Shirui Pan, Guodong Long, Anwar Walid


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Medical Code Assignment with Gated Convolution and Note-Code Interaction


Oct 14, 2020
Shaoxiong Ji, Shirui Pan, Pekka Marttinen


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Dilated Convolutional Attention Network for Medical Code Assignment from Clinical Text


Sep 30, 2020
Shaoxiong Ji, Erik Cambria, Pekka Marttinen

* The 3rd Clinical Natural Language Processing Workshop at EMNLP 2020 

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BiERU: Bidirectional Emotional Recurrent Unit for Conversational Sentiment Analysis


May 31, 2020
Wei Li, Wei Shao, Shaoxiong Ji, Erik Cambria

* 9 pages, 7 figures 

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Suicidal Ideation and Mental Disorder Detection with Attentive Relation Networks


Apr 16, 2020
Shaoxiong Ji, Xue Li, Zi Huang, Erik Cambria


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Dynamic Sampling and Selective Masking for Communication-Efficient Federated Learning


Mar 21, 2020
Shaoxiong Ji, Wenqi Jiang, Anwar Walid, Xue Li

* 15 pages, 9 figures 

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A Survey on Knowledge Graphs: Representation, Acquisition and Applications


Feb 02, 2020
Shaoxiong Ji, Shirui Pan, Erik Cambria, Pekka Marttinen, Philip S. Yu

* 25 pages, 10 figures, 9 tables 

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Suicidal Ideation Detection: A Review of Machine Learning Methods and Applications


Oct 23, 2019
Shaoxiong Ji, Shirui Pan, Xue Li, Erik Cambria, Guodong Long, Zi Huang


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Learning Private Neural Language Modeling with Attentive Aggregation


Dec 17, 2018
Shaoxiong Ji, Shirui Pan, Guodong Long, Xue Li, Jing Jiang, Zi Huang


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