PhD Seminar • Natural Language Processing — UmlsBERT: Clinical Domain Knowledge Augmentation of Contextual Embeddings Using the Unified Medical Language System Metathesaurus
Please note: This PhD seminar will be given online.
Georgios Michalopoulos, PhD candidate
David R. Cheriton School of Computer Science
Supervisors: Professors Ian McKillop and Helen Chen
Please note: This seminar will be given online.
Mengye Ren, Department of Computer Science
University of Toronto
Over the past decades, we have seen machine learning making great strides in AI applications. Yet, most of its success relies on training models offline on a massive amount of data and evaluating them in a similar test environment. By contrast, humans can learn new concepts and skills with very few examples, and can easily generalize to novel tasks.