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. 2018 Dec 12;18(Suppl 4):123. doi: 10.1186/s12911-018-0672-0

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© The Author(s) 2018

Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License(http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver(http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.

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Fig. 2 — The framework of JointSkip-gram. a Each code is used to predict all other codes and words in the same visit. b Each word is used to predict all codes in the same visit and its neighbour words in a small context window to keep its syntactic properties