Examining Scientific Writing Styles from the Perspective of Linguistic Complexity
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Abstract (arXiv)
Publishing articles in high-impact English journals is difficult for scholars around the world, especially for non-native English-speaking scholars (NNESs), most of whom struggle with proficiency in English. In order to uncover the differences in English scientific writing between native English-speaking scholars (NESs) and NNESs, we collected a large-scale data set containing more than 150,000 full-text articles published in PLoS between 2006 and 2015. We divided these articles into three groups according to the ethnic backgrounds of the first and corresponding authors, obtained by Ethnea, and examined the scientific writing styles in English from a two-fold perspective of linguistic complexity: (1) syntactic complexity, including measurements of sentence length and sentence complexity; and (2) lexical complexity, including measurements of lexical diversity, lexical density, and lexical sophistication. The observations suggest marginal differences between groups in syntactical and lexical complexity.
Key facts. Cited by 4 papers in the map (data through 7 Oct 2026). First posted on arXiv 22 Jul 2018.
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Citing papers per year: 2022: 1; 2023: 0; 2024: 0; 2025: 1; 2026: 2.
4 papers.
- 2025Examining Linguistic Shifts in Academic Writing Before and After the Launch of ChatGPT: A Study on Preprint Paperscited by 6
- 2022Lost in Context? On the Sense-wise Variance of Contextualized Word Embeddingscited by 0
- 2026Examining the Cognitive Gap Between Authors and Peer Reviewers on Academic Paper Noveltycited by 0
- 2026Do Reviewers Still Reward Lexical Complexity? A Frozen-Rater Study of Preference Drift in 124K ICLR Reviewscited by 0
- 2026Do Reviewers Still Reward Lexical Complexity? A Frozen-Rater Study of Preference Drift in 124K ICLR Reviews8 Sep 2026
- 2026Examining the Cognitive Gap Between Authors and Peer Reviewers on Academic Paper Novelty11 Jun 2026
- 2025Examining Linguistic Shifts in Academic Writing Before and After the Launch of ChatGPT: A Study on Preprint Papers18 May 2025
- 2022Lost in Context? On the Sense-wise Variance of Contextualized Word Embeddings20 Aug 2022