research
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06/02/2021
Unsupervised Out-of-Domain Detection via Pre-trained Transformers
Deployed real-world machine learning applications are often subject to u...
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12/17/2019
A Heterogeneous Graphical Model to Understand User-Level Sentiments in Social Media
Social Media has seen a tremendous growth in the last decade and is cont...
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11/20/2018
Unsupervised Pseudo-Labeling for Extractive Summarization on Electronic Health Records
Extractive summarization is very useful for physicians to better manage ...
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10/31/2018
Multimodal Machine Learning for Automated ICD Coding
This study presents a multimodal machine learning model to predict ICD-1...
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04/08/2018