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Topic detection using paragraph vectors to support active learning in systematic reviews

Systematic reviews require expert reviewers to manually screen thousands of citations in order to identify all relevant articles to the review. Active learning text classification is a supervised machine learning approach that has been shown to significantly reduce the manual annotation workload by...

詳細記述

保存先:
書誌詳細
出版年:J Biomed Inform
主要な著者: Hashimoto, Kazuma, Kontonatsios, Georgios, Miwa, Makoto, Ananiadou, Sophia
フォーマット: Artigo
言語:Inglês
出版事項: Elsevier 2016
主題:
オンライン・アクセス:https://ncbi.nlm.nih.gov/pmc/articles/PMC4981645/
https://ncbi.nlm.nih.gov/pubmed/27293211
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jbi.2016.06.001
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