Machine Learning–Driven Language Assessment - Settles, Burr; T. LaFlair, Geoffrey; Hagiwara, Masato (Transactions of the Association for Computational Linguistics, 2020)
Keywords: Achievement tests; Assessments; English as a second language tests; English language; English proficiency; Human subjects; Item response theory; Language; Language assessment; Linguistics; Machine learning; Measures; Natural language processing; Quantitative psychology; Rasch model; Research subjects; Test validity and reliability