39 citations · 85 across the 7 of their papers we have counts for
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cs.CL2021
Language Semantics Interpretation with an Interaction-based Recurrent Neural Networks
Shaw-Hwa Lo, Yiqiao Yin
Text classification is a fundamental language task in Natural Language Processing. A variety of sequential models is capable making good predictions yet there is lack of connection…
cs.CV2021★ 8 cited
An Interaction-based Convolutional Neural Network (ICNN) Towards Better Understanding of COVID-19 X-ray Images
Shaw-Hwa Lo, Yiqiao Yin
The field of Explainable Artificial Intelligence (XAI) aims to build explainable and interpretable machine learning (or deep learning) methods without sacrificing prediction perfor…
cs.LG2021★ 8 cited
A Novel Interaction-based Methodology Towards Explainable AI with Better Understanding of Pneumonia Chest X-ray Images
Shaw-Hwa Lo, Yiqiao Yin
In the field of eXplainable AI (XAI), robust "blackbox" algorithms such as Convolutional Neural Networks (CNNs) are known for making high prediction performance. However, the abili…