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A comparative study on lexical and syntactic features of ESL versus EFL learners’ writing
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This study analyzes the compositions of Hong Kong English as a second language (ESL) learners and English as a foreign language (EFL) learners in Mainland China in terms of lexical and syntactic features. A program based on the CoreNLP was developed and used to analyze written language texts, and differences in tags of parts of speech and syntactic dependencies between the two groups of texts were compared statistically to examine differences in the lexical and syntactic features of the learners’ written language. The results show significant differences in the lexical and syntactic features of learners’ writing. Specifically, in EFL learners’ writing, there is a salient group pattern of higher lexical diversity, whereas ESL compositions are more flexible in vocabulary use with higher information density, in that they use more syntactic phrases and content words. In terms of syntax, Hong Kong ESL students use more adverbials and adverbial clauses, which is advantageous in syntactic simplicity and readability over their counterparts, whereas Mainland China EFL students prefer using more specific expressions to demonstrate syntactic relations. Compared to EFL compositions, ESL compositions are more informative, coherent, and grammatical in lexical features and more readable in syntactic features, which require more attention and further improvements in terms of EFL teaching.
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“When composing in their L2, writers frequently prioritize accuracy or communicative clarity at the expense of advanced syntactic elaboration.”
From ARE AI DETECTORS FAIR TO EFL LEARNERS? A LIBRARY RESEARCH ON DETECTION BIAS AND ACADEMIC INTEGRITY (2026) · cites this paper as C. Zhang & Kang, 2022
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“Rather than utilizing native-like phrasal compression, this trade-off often results in an overreliance on rigid clausal subordination and less structural flexibility”
From ARE AI DETECTORS FAIR TO EFL LEARNERS? A LIBRARY RESEARCH ON DETECTION BIAS AND ACADEMIC INTEGRITY (2026) · cites this paper as C. Zhang & Kang, 2022
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Cited by
Sorted by citations
ARE AI DETECTORS FAIR TO EFL LEARNERS? A LIBRARY RESEARCH ON DETECTION BIAS AND ACADEMIC INTEGRITY
Patty, J., & Matatula, M. Y. (2026) · J-Shelves of Indragiri (JSI) · doi:10.61672/jsi.v8i1.3557
“Rather than utilizing native-like phrasal compression, this trade-off often results in an overreliance on rigid clausal subordination and less structural flexibility (Kuiken, 2023; C. Zhang & Kang, 2022).”
Metadata
- Authors
- Zhang, C., & Kang, S.
- Affiliations
- Qufu Normal University (CN)
- Corresponding author
- Kang, Shumin
- ORCID
- Zhang, Chao
- Venue
- Frontiers in Psychology
- Publisher
- Frontiers Media SA
- Published
- 2022-11-01
- Volume
- 13
- Pages
- 1002090-1002090
- ISSN
- 1664-1078 (ISSN-L)
- PMC
- PMC9664217
- OpenAlex
- W4308009568
- Cited by
- 11
- References
- 3
- Citations by year
- 2026: 5 · 2025: 4 · 2024: 1 · 2023: 1
- FWCI
- 2.28
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Frontiers in Psychology (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- National Office for Philosophy and Social Sciences
- Topics
- Social Sciences › Psychology › Developmental and Educational Psychology › Second Language Acquisition and Learning
- Social Sciences › Arts and Humanities › Language and Linguistics › EFL/ESL Teaching and Learning
- Social Sciences › Linguistics and Language › Discourse Analysis in Language Studies
- Keywords
- ESL learners, EFL learners, learner writing, lexical features, syntactic features, lexical diversity, syntactic dependencies, part-of-speech tagging, adverbial clauses, readability
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