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Crowdsourcing and curation: perspectives from biology and natural language processing.
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Overview of the interactive task in BioCreative V
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In: ISSN: 1758-0463 ; EISSN: 1758-0463 ; Database - The journal of Biological Databases and Curation ; https://hal.archives-ouvertes.fr/hal-01469079 ; Database - The journal of Biological Databases and Curation, Oxford University Press, 2016, 2016, ⟨10.1093/database/baw119⟩ ; https://academic.oup.com/database/article-lookup/doi/10.1093/database/baw119 (2016)
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Crowdsourcing and curation: perspectives from biology and natural language processing
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Abstract:
Crowdsourcing is increasingly utilized for performing tasks in both natural language processing and biocuration. Although there have been many applications of crowdsourcing in these fields, there have been fewer high-level discussions of the methodology and its applicability to biocuration. This paper explores crowdsourcing for biocuration through several case studies that highlight different ways of leveraging ‘the crowd’; these raise issues about the kind(s) of expertise needed, the motivations of participants, and questions related to feasibility, cost and quality. The paper is an outgrowth of a panel session held at BioCreative V (Seville, September 9–11, 2015). The session consisted of four short talks, followed by a discussion. In their talks, the panelists explored the role of expertise and the potential to improve crowd performance by training; the challenge of decomposing tasks to make them amenable to crowdsourcing; and the capture of biological data and metadata through community editing.
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Original Article
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URL: https://doi.org/10.1093/database/baw115 http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4976298/ http://www.ncbi.nlm.nih.gov/pubmed/27504010
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Distribution of ambiguous synonyms in Fly, Mouse and Yeast task 1B lexical resources ...
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Sample abstract with unique gene identifiers, plus excerpt from lexicon ...
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Distribution of ambiguous synonyms in Fly, Mouse and Yeast task 1B lexical resources ...
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Sample abstract with unique gene identifiers, plus excerpt from lexicon ...
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Principles of Evaluation in Natural Language Processing
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In: ISSN: 1248-9433 ; EISSN: 1965-0906 ; Revue TAL ; https://hal.archives-ouvertes.fr/hal-00502700 ; Revue TAL, ATALA (Association pour le Traitement Automatique des Langues), 2007, 48 (1), pp.7-31 (2007)
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The MiTAP System for Monitoring Reports of Disease Outbreak
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In: DTIC (2006)
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Overview of BioCreAtIvE: critical assessment of information extraction for biology
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Critical Assessment of Information Extraction Systems in Biology
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Integrated Feasibility Experiment for Bio-Security: IFE-Bio, A TIDES Demonstration
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In: DTIC (2001)
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Automating Coreference: The Role of Annotated Training Data ...
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