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EFL Students' Attitudes and Contradictions in a Machine-in-the-loop Activity System

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arxiv 2307.13699 v1 pith:ZT34OX4M submitted 2023-07-13 cs.HC cs.AIcs.CL

classification cs.HCcs.AIcs.CL
keywords studentsactivityattitudescontradictionslanguagemachine-in-the-loopwritingfeelings
verification ladder T0 review T1 audit T2 compute T3 formal
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This study applies Activity Theory and investigates the attitudes and contradictions of 67 English as a foreign language (EFL) students from four Hong Kong secondary schools towards machine-in-the-loop writing, where artificial intelligence (AI) suggests ideas during composition. Students answered an open-ended question about their feelings on writing with AI. Results revealed mostly positive attitudes, with some negative or mixed feelings. From a thematic analysis, contradictions or points of tension between students and AI stemmed from AI inadequacies, students' balancing enthusiasm with preference, and their striving for language autonomy. The research highlights the benefits and challenges of implementing machine-in-the-loop writing in EFL classrooms, suggesting educators align activity goals with students' values, language abilities, and AI capabilities to enhance students' activity systems.

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