3 Result(s)
within
Chapter
Shaofei Shen
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Chapter and Conference Paper
Words Can Be Confusing: Stereotype Bias Removal in Text Classification at the Word Level
Text classification is a widely used task in natural language processing. However, the presence of stereotype bias in text classification can lead to unfair and inaccurate predictions. Stereotype bias is parti...
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Chapter and Conference Paper
Death Comes But Why: An Interpretable Illness Severity Predictions in ICU
Predicting the severity of an illness is crucial in intensive care units (ICUs) if a patient‘s life is to be saved. However, most methods do not consider the correlations between features in the patient‘s cond...
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Chapter and Conference Paper
What Leads to Arrhythmia: Active Causal Representation Learning of ECG Classification
The electrocardiogram (ECG) classification has attracted great attention as a crucial tool to detect arrhythmia which can be an early sign of heart disease. However, the key challenge of the current ECG class...
