2.9k citations · 4.1k across the 30 of their papers we have counts for
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Medical Code Assignment with Gated Convolution and Note-Code Interaction
Shaoxiong Ji, Shirui Pan, Pekka Marttinen
Medical code assignment from clinical text is a fundamental task in clinical information system management. As medical notes are typically lengthy and the medical coding system's c…
Dilated Convolutional Attention Network for Medical Code Assignment from Clinical Text
Shaoxiong Ji, Erik Cambria, Pekka Marttinen
Medical code assignment, which predicts medical codes from clinical texts, is a fundamental task of intelligent medical information systems. The emergence of deep models in natural…
BiERU: Bidirectional Emotional Recurrent Unit for Conversational Sentiment Analysis
Wei Li, Wei Shao, Shaoxiong Ji +1
Sentiment analysis in conversations has gained increasing attention in recent years for the growing amount of applications it can serve, e.g., sentiment analysis, recommender syste…
Suicidal Ideation and Mental Disorder Detection with Attentive Relation Networks
Shaoxiong Ji, Xue Li, Zi Huang +1
Mental health is a critical issue in modern society, and mental disorders could sometimes turn to suicidal ideation without effective treatment. Early detection of mental disorders…
Dynamic Sampling and Selective Masking for Communication-Efficient Federated Learning
Shaoxiong Ji, Wenqi Jiang, Anwar Walid +1
Federated learning (FL) is a novel machine learning setting that enables on-device intelligence via decentralized training and federated optimization. Deep neural networks' rapid d…
A Survey on Knowledge Graphs: Representation, Acquisition and Applications
Shaoxiong Ji, Shirui Pan, Erik Cambria +2
Human knowledge provides a formal understanding of the world. Knowledge graphs that represent structural relations between entities have become an increasingly popular research dir…