<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>As the main form of constructing and disseminating disciplinary knowledge, English journal articles have an important linguistic status and theoretical research value. Among them, metadiscourse, as a typical discourse category presented by academic discourse behaviors, has been attracting attention for its discourse features. In order to explore the variation mechanism of metadiscourse verb patterns more effectively. In this paper, we construct a BiLSTM-verb analysis model in intra- and inter-disciplinary perspectives. The computational analysis shows that the authenticity embodiment of metadiscourse is 89%. The interactivity of metadiscourse is 78%. The meta-discourse needs to deal appropriately with the relationship with previous research, and to highlight its own findings and significance. A longitudinal comparison shows that the first paragraph highlights the conceptual interpretation of subject knowledge and the refinement of propositional relationships, with more emphasis on the abstraction and generality of information presentation. Therefore, its variance fit is up to 23%. The diagrams focus most on explaining the concepts of subject knowledge, indicating the tone and level of reasoning of the discourse, and outlining the purpose and results of the study. Therefore, its variance fit is 19%.</p>
</abstract>

As the main form of constructing and disseminating disciplinary knowledge, English journal articles have an important linguistic status and theoretical research value. Among them, metadiscourse, as a typical discourse category presented by academic discourse behaviors, has been attracting attention for its discourse features. In order to explore the variation mechanism of metadiscourse verb patterns more effectively. In this paper, we construct a BiLSTM-verb analysis model in intra- and inter-disciplinary perspectives. The computational analysis shows that the authenticity embodiment of metadiscourse is 89%. The interactivity of metadiscourse is 78%. The meta-discourse needs to deal appropriately with the relationship with previous research, and to highlight its own findings and significance. A longitudinal comparison shows that the first paragraph highlights the conceptual interpretation of subject knowledge and the refinement of propositional relationships, with more emphasis on the abstraction and generality of information presentation. Therefore, its variance fit is up to 23%. The diagrams focus most on explaining the concepts of subject knowledge, indicating the tone and level of reasoning of the discourse, and outlining the purpose and results of the study. Therefore, its variance fit is 19%.

Variation mechanisms of metadiscourse verb patterns in English journal articles from intra- and interdisciplinary perspectives

Applied Mathematics and Nonlinear Sciences

This work is licensed under the Creative Commons Attribution 4.0 International License.

As the main form of constructing and disseminating disciplinary knowledge, English journal articles have an important linguistic status and theoretical...

Variation mechanisms of metadiscourse verb patterns in English journal articles from intra- and interdisciplinary perspectives

Published Online: Jun 02, 2023

Page range: -

Received: Jun 13, 2022

Accepted: Oct 05, 2022

DOI: https://doi.org/10.2478/amns.2023.1.00126

Keywords
English essay, metadiscourse, verb type, variation mechanism, BiLSTM algorithm

© 2023 Hui Xu, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Variation mechanisms of metadiscourse verb patterns in English journal articles from intra- and interdisciplinary perspectives

Published Online: Jun 02, 2023

Page range: -

Received: Jun 13, 2022

Accepted: Oct 05, 2022

DOI: https://doi.org/10.2478/amns.2023.1.00126

KeywordsEnglish essay, metadiscourse, verb type, variation mechanism, BiLSTM algorithm

© 2023 Hui Xu, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Keywords
English essay, metadiscourse, verb type, variation mechanism, BiLSTM algorithm