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Multiple sampling schemes and deep learning improve active learning performance in drug-drug interaction information retrieval analysis from the literature
BACKGROUND: Drug-drug interaction (DDI) information retrieval (IR) is an important natural language process (NLP) task from the PubMed literature. For the first time, active learning (AL) is studied in DDI IR analysis. DDI IR analysis from PubMed abstracts faces the challenges of relatively small po...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
BioMed Central
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10228061/ https://www.ncbi.nlm.nih.gov/pubmed/37248476 http://dx.doi.org/10.1186/s13326-023-00287-7 |