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[D] The state of transfer learning in NLP

http://ruder.io/state-of-transfer-learning-in-nlp/

This blog post by Sebastian Ruder is a quick review of how natural language processing has benefited from transfer learning. He ties together how recent advances (e.g., pretrained models/BERT, optimization schemes, multitask fine-tuning, etc) can work together to improve language modeling, and also poses some open problems in the field. See also the (somewhat empty) HN discussion.

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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.