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Found 8 papers, 1 papers with code
Shrinking Bigfoot: Reducing wav2vec 2.0 footprint
Using a teacher-student approach, we distilled the knowledge from the original wav2vec 2. 0 model into a student model, which is 2 times faster and 4. 8 times smaller than the original model.
A framework for optimizing COVID-19 testing policy using a Multi Armed Bandit approach
We find that individuals can be ranked for effective testing using a few simple features, and that ranking them using such models we can capture 65% (CI: 64. 7%-68. 3%) of the positive individuals using less than 20% of the testing capacity or 92. 1% (CI: 91. 1%-93. 2%) of positives individuals using 70% of the capacity, allowing reserving a significant portion of the tests for population studies.
Sideways Transliteration: How to Transliterate Multicultural Person Names?
Our method is based on a step of noisy transliteration and then ranking of the results based on origin specific letter models.
Multi-Label Classification of Patient Notes a Case Study on ICD Code Assignment
In the context of the Electronic Health Record, automated diagnosis coding of patient notes is a useful task, but a challenging one due to the large number of codes and the length of patient notes.
