Results 11 to 20 of about 1,357,661 (125)
Comparing Test Sets with Item Response Theory [PDF]
Annual Meeting of the Association for Computational Linguistics, 2021 Recent years have seen numerous NLP datasets introduced to evaluate the performance of fine-tuned models on natural language understanding tasks. Recent results from large pretrained models, though, show that many of these datasets are largely saturated ...
Clara Vania +8 more
semanticscholar +1 more source
Handbook of Item Response Theory: Recenze třídílného sborníku (van der Linden, 2016)
TESTFÓRUM, 2020 Teorie odpovědi na položku je jednou z dominantních psychometrických teorií měření v psychologii, pedagogickém výzkumu a sociálních vědách vůbec. Zatímco však v případě klasické testové teorie, teorie zobecnitelnosti a dalších „tradičních“ teorií máme k
Hynek Cígler
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The Science and Practice of Item Response Theory in Organizations
, 2021 Item response theory (IRT) is a modeling approach that links responses to test items with underlying latent constructs through formalized statistical models.
Jonas W. B. Lang, L. Tay
semanticscholar +1 more source
The measurement of populist attitudes: Testing cross-national scales using item response theory
Politics, 2020 Recent research in the populism literature has devoted considerable efforts to the conceptualisation and examination of populism on the individual level, that is, populist attitudes.
Steven M. Van Hauwaert +2 more
semanticscholar +1 more source
DIRT: Deep Learning Enhanced Item Response Theory for Cognitive Diagnosis [PDF]
International Conference on Information and Knowledge Management, 2019 Cognitive diagnosis is the cornerstone of modern educational techniques. One of the most classic cognitive diagnosis methods is Item Response Theory (IRT), which provides interpretable parameters for analyzing student performance.
Song Cheng, Qi Liu
semanticscholar +1 more source
Journal of family psychology, 2007 The present study took a critical look at a central construct in couples research: relationship satisfaction. Eight well-validated self-report measures of relationship satisfaction, including the Marital Adjustment Test (MAT; H. J. Locke & K. M. Wallace,
Janette L Funk, Ronald D. Rogge
semanticscholar +1 more source
mirt: A Multidimensional Item Response Theory Package for the R Environment
, 2012 Item response theory (IRT) is widely used in assessment and evaluation research to explain how participants respond to item level stimuli. Several R packages can be used to estimate the parameters in various IRT models, the most flexible being the ltm ...
R. Chalmers
semanticscholar +1 more source
Item Response Theory for Efficient Human Evaluation of Chatbots
EVAL4NLP, 2020 Conversational agent quality is currently assessed using human evaluation, and often requires an exorbitant number of comparisons to achieve statistical significance.
João Sedoc, L. Ungar
semanticscholar +1 more source
Gaussian variational estimation for multidimensional item response theory.
British Journal of Mathematical & Statistical Psychology, 2020 Multidimensional item response theory (MIRT) is widely used in assessment and evaluation of educational and psychological tests. It models the individual response patterns by specifying a functional relationship between individuals' multiple latent ...
April E Cho +3 more
semanticscholar +1 more source
Polytomous Item Explanatory Item Response Theory Models
Educational and Psychological Measurement, 2020 This study investigates polytomous item explanatory item response theory models under the multivariate generalized linear mixed modeling framework, using the linear logistic test model approach.
Jinho Kim, M. Wilson
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