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Andrew Potter; Mitchell Shortt; Maria Goldshtein; Rod D. Roscoe – Grantee Submission, 2025
Broadly defined, academic language (AL) is a set of lexical-grammatical norms and registers commonly used in educational and academic discourse. Mastery of academic language in writing is an important aspect of writing instruction and assessment. The purpose of this study was to use Natural Language Processing (NLP) tools to examine the extent to…
Descriptors: Academic Language, Natural Language Processing, Grammar, Vocabulary Skills
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Allen, Laura K.; Likens, Aaron D.; McNamara, Danielle S. – Grantee Submission, 2017
The current study examined the degree to which the quality and characteristics of students' essays could be modeled through dynamic natural language processing analyses. Undergraduate students (n = 131) wrote timed, persuasive essays in response to an argumentative writing prompt. Recurrent patterns of the words in the essays were then analyzed…
Descriptors: Writing Evaluation, Essays, Persuasive Discourse, Natural Language Processing
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Matthews, Joshua; Wijeyewardene, Ingrid – Language Learning & Technology, 2018
Despite the current potential to use computers to automatically generate a large range of text-based indices, many issues remain unresolved about how to apply these data in established language teaching and assessment contexts. One way to resolve these issues is to explore the degree to which automatically generated indices, which are reflective…
Descriptors: Correlation, Robotics, Second Language Learning, Second Language Instruction
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Eckstein, Grant; Schramm, Wesley; Noxon, Madeline; Snyder, Jenna – TESL-EJ, 2019
Researchers have found numerous differences in the approaches raters take to the complex task of essay rating including differences when rating native (L1) and non-native (L2) English writing. Yet less is known about raters' reading practices while scoring those essays. This small-scale study uses eye-tracking technology and reflective protocols…
Descriptors: Eye Movements, Native Language, English (Second Language), Second Language Learning
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Fatahipour, Majid; Nemati, Majid – Asian Journal of University Education, 2016
Amongst extensive research on thesis writing quality, few provide a detailed account of common writing challenges/errors as perceived by examiners vs. students. In this study, eight recent English theses marked-up by examiners and defended in Iranian universities were selected randomly among those thesis made available (n=45). Based on an…
Descriptors: Masters Theses, Writing (Composition), Second Language Learning, Student Attitudes
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Fernandez, Miguel; Siddiqui, Athar Munir – Language Testing in Asia, 2017
Background: Marking of essays is mainly carried out by human raters who bring in their own subjective and idiosyncratic evaluation criteria, which sometimes lead to discrepancy. This discrepancy may in turn raise issues like reliability and fairness. The current research attempts to explore the evaluation criteria of markers on a national level…
Descriptors: Grading, Evaluators, Evaluation Criteria, High Stakes Tests
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Li, Hang; He, Lianzhen – Language Assessment Quarterly, 2015
This study used think-aloud protocols to compare essay-rating processes across holistic and analytic rating scales in the context of China's College English Test Band 6 (CET-6). A group of 9 experienced CET-6 raters scored the same batch of 10 CET-6 essays produced in an operational CET-6 administration twice, using both the CET-6 holistic…
Descriptors: Protocol Analysis, English (Second Language), Second Language Learning, Classification