Pre-training and/or transfer learning for sequence taggers
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United States of America Patent
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Jan 23, 2018
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Feb 19, 2015
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Feb 19, 2015
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Systems and methods for pre-training a sequence tagger with unlabeled data, such as a hidden layered conditional random field model are provided. Additionally, systems and methods for transfer learning are provided. Accordingly, the systems and methods build more accurate, more reliable, and/or more efficient sequence taggers than previously utilized sequence taggers that are not pre-trained with unlabeled data and/or that are not capable of transfer learning/training.
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