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Y. Ng

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Open access 2026

Corpus-Based Identification and Profiling of Vocabulary in Linguaskill Speaking Tests: A Methodological Framework for Adaptive Test Validation

A complete corpus-based methodological framework for identifying, classifying, and profiling the vocabulary of the Linguaskill Speaking Test and contributes a replicable protocol for lexical validation of adaptive speaking tests and a benchmark synthesis for interpreting its future results.

Rosatiqah Yahya, Y. Ng, M. V. Govindarajoo et al. · 0 citations