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

BERT-IRT: Accelerating Item Piloting with BERT Embeddings and Explainable IRT Models NAACL 2024

Do great minds think alike? Investigating Human-AI Complementarity in Question Answering with CAIMIRA EMNLP 2024

Easy2Hard-Bench: Standardized Difficulty Labels for Profiling LLM Performance and Generalization NIPS 2024

Computerized Adaptive Testing via Collaborative Ranking NIPS 2024

Comprehensive Algorithm Portfolio Evaluation using Item Response Theory JMLR 2023

Difficulty-Controllable Neural Question Generation for Reading Comprehension using Item Response Theory ACL 2023

Autoencoded sparse Bayesian in-IRT factorization, calibration, and amortized inference for the Work Disability Functional Assessment Battery AISTATS 2023

A Bounded Ability Estimation for Computerized Adaptive Testing NIPS 2023

Optimal and Private Learning from Human Response Data AISTATS 2023

Improving Interpretability of Deep Sequential Knowledge Tracing Models with Question-centric Cognitive Representations AAAI 2023

An Item Response Theory Framework for Persuasion NAACL 2022

A Spectral Approach to Item Response Theory NIPS 2022

When AI Difficulty Is Easy: The Explanatory Power of Predicting IRT Difficulty AAAI 2022

Clustering Examples in Multi-Dataset Benchmarks with Item Response Theory ACL 2022

Predicting Difficulty and Discrimination of Natural Language Questions ACL 2022

Using Item Response Theory to Measure Gender and Racial Bias of a BERT-based Automated English Speech Assessment System NAACL 2022

Analytic Automated Essay Scoring Based on Deep Neural Networks Integrating Multidimensional Item Response Theory COLING 2022

Can Transformer Language Models Predict Psychometric Properties? ACL 2021

BOBCAT: Bilevel Optimization-Based Computerized Adaptive Testing IJCAI 2021

Item Response Ranking for Cognitive Diagnosis IJCAI 2021

Towards a New Generation of Cognitive Diagnosis IJCAI 2021

Comparing Test Sets with Item Response Theory IJCNLP 2021

Jump-Starting Item Parameters for Adaptive Language Tests EMNLP 2021

Comparing Test Sets with Item Response Theory ACL 2021

Identifying Annotator Bias: A new IRT-based method for bias identification COLING 2020