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item response theory

66 papers

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Also known as

IRT

Co-occurring keywords

large language model (12755) computerized adaptive testing (10) educational assessment (77) difficulty estimation (14) ability estimation (6) knowledge tracing (65) adaptive testing (13) bayesian inference (1904) question generation (461) rasch model (3)

Papers

Disentangling Direct and Indirect Interactions in Polytomous Item Response Theory Models IJCAI 2020
TrueLearn: A Family of Bayesian Algorithms to Match Lifelong Learners to Open Educational Resources AAAI 2020
GPIRT: A Gaussian Process Model for Item Response Theory UAI 2020
Automated Prediction of Examinee Proficiency from Short-Answer Questions COLING 2020
Item Response Theory for Efficient Human Evaluation of Chatbots EMNLP 2020
Predicting the Difficulty and Response Time of Multiple Choice Questions Using Transfer Learning ACL 2020
The Stanford Acuity Test: A Precise Vision Test Using Bayesian Techniques and a Discovery in Human Visual Response AAAI 2020
Learning Latent Parameters without Human Response Patterns: Item Response Theory with Artificial Crowds IJCNLP 2019
Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing AAAI 2019
Learning Latent Parameters without Human Response Patterns: Item Response Theory with Artificial Crowds EMNLP 2019
$β^3$-IRT: A New Item Response Model and its Applications AISTATS 2019
An Intelligent Testing Strategy for Vocabulary Assessment of Chinese Second Language Learners ACL 2019
Deep Factorization Machines for Knowledge Tracing NAACL 2018
An Estimation and Analysis Framework for the Rasch Model ICML 2018
Dealbreaker: A Nonlinear Latent Variable Model for Educational Data ICML 2016
Student Skill Models in Adaptive Testing PGM 2016