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Recently, people have suggested that the semantic enhancements of a scholarly work should be undertaken by the authors of that scholarly work, and should be considered as integral parts of the contribution subjected to peer review. However, this requires that the authors should spend additional time and effort adding such semantic annotations, time that they usually do not have available. Thus, the most pragmatic way to facilitate this additional task is to use automated services that create the semantic annotation of authors’ scholarly articles by parsing the content that they have already written, thus reducing the additional time required of the authors to that for checking and validating these semantic annotations. In this article, I propose a generic approach called compositional and iterative semantic enhancement (CISE) that enables the automatic enhancement of scholarly papers with additional semantic annotations in a way that is independent of the markup used for storing scholarly articles and the natural language used for writing their content. https://doi.org/10.3233/DS-170012 http://purl.org/dc/terms/date 2017-10-17 https://doi.org/10.3233/DS-170012 http://purl.org/dc/terms/isPartOf http://id.crossref.org/issn/2451-8492 https://doi.org/10.3233/DS-170012 http://purl.org/dc/terms/title Automating semantic publishing https://doi.org/10.3233/DS-170012 http://purl.org/ontology/bibo/issue 1-2 https://doi.org/10.3233/DS-170012 http://purl.org/ontology/bibo/volume 1 https://doi.org/10.3233/DS-170012 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/PositionPaper https://orcid.org/0000-0003-0530-4305 http://schema.org/affiliation https://ror.org/01111rn36 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