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{ "pk": 26480, "title": "Linguistic Signatures of Cognitive Processes during Writing", "subtitle": null, "abstract": "The relationship between working memory capacity andwriting ability was examined via a linguistic analysis ofstudent essays. Undergraduate students (n = 108) wrotetimed, prompt-based essays and completed a battery ofcognitive assessments. The surface- and discourse-levellinguistic features of students’ essays were then analyzedusing natural language processing tools. The results indicatedthat WM capacity was related to surface-level, but notdiscourse-level features of student essays. Additionally, theresults suggest that these relationships were attenuated forstudents with high inferencing skills, as opposed to those withlower inferencing skills", "language": "eng", "license": { "name": "", "short_name": "", "text": null, "url": "" }, "keywords": [ { "word": "writing; natural language processing;computational linguistics; strategies; working memory" } ], "section": "Papers", "is_remote": true, "remote_url": "https://escholarship.org/uc/item/1tp8f26c", "frozenauthors": [ { "first_name": "Laura", "middle_name": "K.", "last_name": "Allen", "name_suffix": "", "institution": "Arizona State University", "department": "" }, { "first_name": "Cecile", "middle_name": "", "last_name": "Perret", "name_suffix": "", "institution": "Arizona State University", "department": "" }, { "first_name": "Danielle", "middle_name": "S.", "last_name": "McNamara", "name_suffix": "", "institution": "Arizona State University", "department": "" } ], "date_submitted": null, "date_accepted": null, "date_published": "2016-01-01T18:00:00Z", "render_galley": null, "galleys": [ { "label": "PDF", "type": "pdf", "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/26480/galley/16116/download/" } ] }