Advancing Natural Language Processing in Educational Assessment - Yaneva, Victoria; Davier, Matthias von (Taylor & Francis, 2023)
Keywords: Advancing Natural Language Processing in Educational Assessment; artificial intelligence; Assessment, Testing & Measurement; automated text and speech scoring; automatic item generation; classroom assessment; deep neural networks; Education; Education: examinations and assessment; educational measurement; Educational Psychology; Educational systems and structures; educational testing; Educational tests and measurements -- Technological innovations; fairness; gamification; language proficiency assessment; learner feedback; linguistic signal; Matthias von Davier; multiple choice items; National Board of Medical Examiners; National Council on Measurement in Education; Natural language processing (Computer science); NBME; NCME; NLP; personalized learning; Psychological methodology; Psychological testing and measurement; Psychology; psychometrics; School management, special education; Society and Social Sciences; technology-assisted item generation; Testing & Measurement; validity; Victoria Yaneva; Victoria Yaneva; F1 Score; linguistic signal; personalized learning; Deep Learning Models; Stealth Assessments; artificial intelligence; NLP Method; educational measurement; NLP; automatic item generation; Automated Essay Scoring; Automated Scoring Algorithms; multiple choice items; Construct Irrelevant Variance; deep neural networks; ASEs; classroom assessment; fairness; Matthias von Davier; National Board of Medical Examiners; Automated Scoring System; National Council on Measurement in Education; Automatic Scoring; NLP Tool; Multiple Choice Test Items; MT; NBME; psychometrics; NCME; Pretrained Models; USMLE Step; High School GPA; Predicting Item Difficulty; learner feedback; gamification; Von Davier; ASR System; automated text and speech scoring; language proficiency assessment; Human Scores; Advancing Natural Language Processing in Educational Assessment; Reading Test Scores; educational testing; validity; technology-assisted item generation; Machine Scores