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September 5, 2025Open Access

POLKE: A system for comprehensively annotating pedagogically-oriented grammatical structure use in language production

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POLKE reveals insights into grammatical structures in language production, highlighting pedagogical relevance in SLA.

POLKE provides comprehensive annotations of grammatical structures, enhancing understanding of language production.
The evaluation of POLKE demonstrated satisfactory results and significant pedagogical implications for L2 learning.
Existing linguistic complexity metrics have limited pedagogical relevance, which POLKE aims to address with detailed annotations.
The tool is based on the English Grammar Profile, facilitating systematic analysis of grammar use in learners.

Sagirov et al. (2025) studied this question.

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