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Old Age
Mittens: An Extension of GloVe for Learning Domain-Specialized Representations
March 27, 2018 ยท Declared Dead ยท ๐ North American Chapter of the Association for Computational Linguistics
"No code URL or promise found in abstract"
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Authors
Nicholas Dingwall, Christopher Potts
arXiv ID
1803.09901
Category
cs.CL: Computation & Language
Citations
42
Venue
North American Chapter of the Association for Computational Linguistics
Last Checked
4 months ago
Abstract
We present a simple extension of the GloVe representation learning model that begins with general-purpose representations and updates them based on data from a specialized domain. We show that the resulting representations can lead to faster learning and better results on a variety of tasks.
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