Linguistic Signatures of Cognitive Processes during Writing

Laura K. Allen; Cecile Perret; Danielle S. McNamara

Linguistic Signatures of Cognitive Processes during Writing

Laura K. Allen, Cecile Perret, Danielle S. McNamara

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

The relationship between working memory capacity and writing ability was examined via a linguistic analysis of student essays. Undergraduate students (n = 108) wrote timed, prompt-based essays and completed a battery of cognitive assessments. The surface- and discourse-level linguistic features of students' essays were then analyzed using natural language processing tools. The results indicated that WM capacity was related to surface-level, but not discourse-level features of student essays. Additionally, the results suggest that these relationships were attenuated for students with high inferencing skills, as opposed to those with lower inferencing skills.

Original language	English (US)
Title of host publication	Proceedings of the 38th Annual Meeting of the Cognitive Science Society, CogSci 2016
Editors	Anna Papafragou, Daniel Grodner, Daniel Mirman, John C. Trueswell
Publisher	The Cognitive Science Society
Pages	2483-2488
Number of pages	6
ISBN (Electronic)	9780991196739
State	Published - 2016
Externally published	Yes
Event	38th Annual Meeting of the Cognitive Science Society: Recognizing and Representing Events, CogSci 2016 - Philadelphia, United States Duration: Aug 10 2016 → Aug 13 2016

Publication series

Name	Proceedings of the 38th Annual Meeting of the Cognitive Science Society, CogSci 2016

Conference

Conference	38th Annual Meeting of the Cognitive Science Society: Recognizing and Representing Events, CogSci 2016
Country/Territory	United States
City	Philadelphia
Period	8/10/16 → 8/13/16

Bibliographical note

Funding Information:
This research was supported in part by the Institute for Educational Sciences, US Department of Education, through Grant R305A120707. Any opinions, findings, and conclusions or recommendations expressed in this material are those of the authors and do not necessarily reflect the views of the IES.

Publisher Copyright:
© 2016 Proceedings of the 38th Annual Meeting of the Cognitive Science Society, CogSci 2016. All rights reserved.

Keywords

computational linguistics
natural language processing
strategies
working memory
writing

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Allen, L. K., Perret, C., & McNamara, D. S. (2016). Linguistic Signatures of Cognitive Processes during Writing. In A. Papafragou, D. Grodner, D. Mirman, & J. C. Trueswell (Eds.), Proceedings of the 38th Annual Meeting of the Cognitive Science Society, CogSci 2016 (pp. 2483-2488). (Proceedings of the 38th Annual Meeting of the Cognitive Science Society, CogSci 2016). The Cognitive Science Society.

Linguistic Signatures of Cognitive Processes during Writing. / Allen, Laura K.; Perret, Cecile; McNamara, Danielle S.
Proceedings of the 38th Annual Meeting of the Cognitive Science Society, CogSci 2016. ed. / Anna Papafragou; Daniel Grodner; Daniel Mirman; John C. Trueswell. The Cognitive Science Society, 2016. p. 2483-2488 (Proceedings of the 38th Annual Meeting of the Cognitive Science Society, CogSci 2016).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Allen, LK, Perret, C & McNamara, DS 2016, Linguistic Signatures of Cognitive Processes during Writing. in A Papafragou, D Grodner, D Mirman & JC Trueswell (eds), Proceedings of the 38th Annual Meeting of the Cognitive Science Society, CogSci 2016. Proceedings of the 38th Annual Meeting of the Cognitive Science Society, CogSci 2016, The Cognitive Science Society, pp. 2483-2488, 38th Annual Meeting of the Cognitive Science Society: Recognizing and Representing Events, CogSci 2016, Philadelphia, United States, 8/10/16.

Allen LK, Perret C, McNamara DS. Linguistic Signatures of Cognitive Processes during Writing. In Papafragou A, Grodner D, Mirman D, Trueswell JC, editors, Proceedings of the 38th Annual Meeting of the Cognitive Science Society, CogSci 2016. The Cognitive Science Society. 2016. p. 2483-2488. (Proceedings of the 38th Annual Meeting of the Cognitive Science Society, CogSci 2016).

Allen, Laura K. ; Perret, Cecile ; McNamara, Danielle S. / Linguistic Signatures of Cognitive Processes during Writing. Proceedings of the 38th Annual Meeting of the Cognitive Science Society, CogSci 2016. editor / Anna Papafragou ; Daniel Grodner ; Daniel Mirman ; John C. Trueswell. The Cognitive Science Society, 2016. pp. 2483-2488 (Proceedings of the 38th Annual Meeting of the Cognitive Science Society, CogSci 2016).

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Linguistic Signatures of Cognitive Processes during Writing

Abstract

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Bibliographical note

Keywords

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