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Large expert-curated database for benchmarking document similarity detection in biomedical literature search

Brown, Peter; Tan, Aik-Choon; El-Esawi, Mohamed A; Liehr, Thomas; Blanck, Oliver; Gladue, Douglas P; Almeida, Gabriel M F; Cernava, Tomislav; Sorzano, Carlos O; Yeung, Andy W K; Rahimi, Farid; Lidbury, Brett; Lau, Colleen; Ma, LISONG; Higginbottom, Daniel; Hasler, David


Document recommendation systems for locating relevant literature have mostly relied on methods developed a decade ago. This is largely due to the lack of a large offline gold-standard benchmark of relevant documents that cover a variety of research fields such that newly developed literature search techniques can be compared, improved and translated into practice. To overcome this bottleneck, we have established the RElevant LIterature SearcH consortium consisting of more than 1500 scientists...[Show more]

CollectionsANU Research Publications
Date published: 2019
Type: Journal article
Source: Database : the journal of biological databases and curation
DOI: 10.1093/database/baz085
Access Rights: Open Access


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