Keyword

automatic item generation

Description: A method for producing assessment questions from models, templates, or rules, used in educational and psychological testing.

Primary topic: Psychometric Methodologies and Testing (38%)

Wikidata ID: wiki/Q58624531

OpenAlex ID: keywords/automatic-item-generation

Automatic Item Generation

2012 · Routledge eBooks · 148

Using automatic item generation to create multiple‐choice test items

2012 · Mark J Gierl, Hollis Lai, et al. · Medical Education · 139

Development and Validation of the Computerised Adaptive Beat Alignment Test (CA-BAT)

2018 · Peter M. C. Harrison, Daniel Müllensiefen · Scientific Reports · 86

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The interactive reading task: Transformer-based automatic item generation

2022 · Yigal Attali, Andrew Runge, et al. · Frontiers in Artificial Intelligence · 84

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Applying modern psychometric techniques to melodic discrimination testing: Item response theory, computerised adaptive testing, and automatic item generation

2017 · Peter M. C. Harrison, Tom Collins, et al. · Scientific Reports · 81

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ChatGPT for generating multiple-choice questions: Evidence on the use of artificial intelligence in automatic item generation for a rational pharmacotherapy exam

2024 · Yavuz Selim Kıyak, Özlem Coşkun, et al. · European Journal of Clinical Pharmacology · 80

Let the algorithm speak: How to use neural networks for automatic item generation in psychological scale development.

2023 · Friedrich M. Götz, Rakoen Maertens, et al. · Psychological Methods · 77

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The Role of Item Models in Automatic Item Generation

2012 · Mark J. Gierl, Hollis Lai · International Journal of Testing · 75

Instructional Topics in Educational Measurement (ITEMS) Module: Using Automated Processes to Generate Test Items

2013 · Mark J. Gierl, Hollis Lai · Educational Measurement Issues and Practice · 72

Generative Testing: From Conception to Implementation

2013 · Mark K. Singley, Randy E. Bennett · Routledge eBooks · 66

Transformer-Based Deep Neural Language Modeling for Construct-Specific Automatic Item Generation

2021 · Björn E. Hommel, Franz-Josef M. Wollang, et al. · Psychometrika · 65

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Calibrating Item Families and Summarizing the Results Using Family Expected Response Functions

2003 · Sandip Sinharay, Matthew S. Johnson, et al. · Journal of Educational and Behavioral Statistics · 57

Case-based MCQ generator: A custom ChatGPT based on published prompts in the literature for automatic item generation

2024 · Yavuz Selim Kıyak, Andrzej A. Kononowicz · Medical Teacher · 53

A Paradigm Shift from “Human Writing” to “Machine Generation” in Personality Test Development: an Application of State-of-the-Art Natural Language Processing

2022 · Philseok Lee, Shea Fyffe, et al. · Journal of Business and Psychology · 53

Using automatic item generation to meet the increasing item demands of high-stakes educational and occupational assessment

2011 · Martin E. Arendasy, Markus Sommer · Learning and Individual Differences · 53

Automatic item generation: foundations and machine learning-based approaches for assessments

2023 · Ruhan Circi, Juanita Hicks, et al. · Frontiers in Education · 52

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Advanced Methods in Automatic Item Generation

2021 · Mark J. Gierl, Hollis Lai, et al. · Routledge eBooks · 51

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Using cognitive models to develop quality multiple-choice questions

2016 · Debra Pugh, Andre De Champlain, et al. · Medical Teacher · 47

23 Automatic Item Generation and Cognitive Psychology

2006 · Susan Embretson, Xiangdong Yang · Handbook of statistics · 46

Gap-fill Tests for Language Learners: Corpus-Driven Item Generation

2010 · Simon Smith, P. V. S. Avinesh, et al. · Coventry University Open Collections (Coventry university) · 45

Distractor Generation for Chinese Fill-in-the-blank Items

2017 · Shu Jiang, John Lee · Workshop on Innovative Use of NLP for Building Educational Applications · 44

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Using Automatic Item Generation to Improve the Quality of MCQ Distractors

2016 · Hollis Lai, Mark J. Gierl, et al. · Teaching and Learning in Medicine · 43

Evaluating the quality of medical multiple‐choice items created with automated processes

2013 · Mark J Gierl, Hollis Lai · Medical Education · 42

Automatic item generation of probability word problems

2009 · Heinz Holling, Jonas P. Bertling, et al. · Studies In Educational Evaluation · 40

Generative Students: Using LLM-Simulated Student Profiles to Support Question Item Evaluation

2024 · Xinyi Lu, Xu Wang · ACM Conference on Learning @ Scale (L@S) · 38

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Works count: 401

Citation count: 3,372