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Improving Label Quality by Jointly Modeling Items and Annotators
We propose a fully Bayesian framework for learning ground truth labels from noisy annotators. Our framework ensures scalability by …
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Neighborhood-based pooling for population-level label distribution learning
Supervised machine learning often requires human-annotated data. While annotator disagreement is typically interpreted as evidence of …
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Cloud-Based Open Source Primary Care Electronic Patient Record System for Sri Lankan Citizens
Sri Lankans made over 100 million visits to public and private outpatient departments (OPD) during 2015, which is estimated to double …
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Automated Railway Ticketing System: Replacing the paper based ticket with the Electronic National Identity
Trains are a popular mode of public transport used by daily commuters in Sri Lanka. However, the process of ticketing in the trains …
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The ‘Racecourse' of Then and Now: Evolution of the Sri Lankan English Vocabulary Over Two Generations of SLE Speakers
Sri Lankan English (SLE) has unique phonological, morphological, lexical and syntactic features which have gradually developed since …
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