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04/14/2022
Anti-Asian Hate Speech Detection via Data Augmented Semantic Relation Inference
With the spreading of hate speech on social media in recent years, autom...
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12/12/2021
A Survey on Societal Event Forecasting with Deep Learning
Population-level societal events, such as civil unrest and crime, often ...
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12/10/2021
Causal Knowledge Guided Societal Event Forecasting
Data-driven societal event forecasting methods exploit relevant historic...
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12/09/2021
Context-aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs
With the wide application of electronic health records (EHR) in healthca...
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06/09/2021
Self-Supervised Graph Learning with Hyperbolic Embedding for Temporal Health Event Prediction
Electronic Health Records (EHR) have been heavily used in modern healthc...
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05/16/2021
Collaborative Graph Learning with Auxiliary Text for Temporal Event Prediction in Healthcare
Accurate and explainable health event predictions are becoming crucial f...
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12/21/2019
Graph Message Passing with Cross-location Attentions for Long-term ILI Prediction
Forecasting influenza-like illness (ILI) is of prime importance to epide...
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11/05/2019
Asynchronous Online Federated Learning for Edge Devices
Federated learning (FL) is a machine learning paradigm where a shared ce...
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09/21/2019
Empirical Analysis of Multi-Task Learning for Reducing Model Bias in Toxic Comment Detection
With the recent rise of toxicity in online conversations on social media...
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05/13/2019