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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...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Elsevier
2016
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4981645/ https://www.ncbi.nlm.nih.gov/pubmed/27293211 http://dx.doi.org/10.1016/j.jbi.2016.06.001 |