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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...
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| 出版年: | J Biomed Inform |
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| 主要な著者: | , , , |
| フォーマット: | Artigo |
| 言語: | Inglês |
| 出版事項: |
Elsevier
2016
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| 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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