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cs.CL2020
Improving Classification through Weak Supervision in Context-specific Conversational Agent Development for Teacher Education
Debajyoti Datta, Maria Phillips, Jennifer Chiu +4
Machine learning techniques applied to the Natural Language Processing (NLP) component of conversational agent development show promising results for improved accuracy and quality…
cs.CL2020
Geometry matters: Exploring language examples at the decision boundary
Debajyoti Datta, Shashwat Kumar, Laura Barnes +1
A growing body of recent evidence has highlighted the limitations of natural language processing (NLP) datasets and classifiers. These include the presence of annotation artifacts…