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All Journal Parole: Journal of Linguistics and Education
Intan Pradita
Universitas Islam Indonesia and Universitas Gadjah Mada
Education

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Triangulated Corpus-Informed Assessment of Multilingual Academic Writing Intan Pradita; Adi Sutrisno; Tofan Dwi Hardjanto; Cihad Gündüz
PAROLE: Journal of Linguistics and Education Vol 16, No 1 (2026): Volume 16 Number 1 April 2026
Publisher : Master Program in Linguistics, Diponegoro University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.14710/parole.v16i1.93-102

Abstract

The naturalness of formulaic language is a key variable in the acceptability of multilingual academic writing. Such naturalness is best reflected by lexical collocations between linguistic units. However, no well-established framework has systematically studied collocational acceptability in multilingual academic contexts. This study fills the gap by proposing a triangulated model to assess academic lexical collocations produced by Indonesian authors in English Language Teaching (ELT) research publications.The model integrates three components: corpus data, statistical metrics, and cross-group speaker judgments based on Kachru's (1985) three circles of English.Findings show that many recurrent collocations, such as specific Adverb-Verb and Verb-Noun structures, are semantically transparent and moderately acceptable, even when they diverge from prototypical native-speaker norms. By applying a decision logic of MI Score > 3.0, a negative T-score, and I-CVI > 0.78, the proposed model contributes to research on corpus linguistics in education by linking phraseology competence and multilingual academic communication.
Co-Authors Adi Sutrisno Cihad Gündüz Tofan Dwi Hardjanto