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Chunks of phonological knowledge play a significant role in children’s word learning and explain effects of neighborhood size, phonotactic probability, word frequency and word length ...
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BayesianAccountMemoryText_tar_partad ...
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Abstract:
# Code, data files, etc. for a research project on a Bayesian model of memory for text I've made every effort to make this entire research project fully reproducible. Everything from the creation of the stimuli for the behavioural experiment, the sample size determination of the experiment, the creation of the BNC corpus for the topic modelling, the code the topic modelling, the computational modelling of the alternative (alternative to topic modelling) computational models, the post-processing of the computational models's data, the pre-processing of all the behavioural and other data prior to the final regression analyses, the final Bayesian regression analyses, and the final to-be-peer-reviewed and to-hopefully-be-published with all the tables, figures etc are all reproducible using the scripts and data in this repository. The sub-directories here are: * data-analysis: R, Jags, Stan/brms code for Bayesian multilevel logistic regression.* data-processing: Python code for pre-processing experimental data ...
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Keyword:
170110 Psychological Methodology, Design and Analysis; 170201 Computer Perception, Memory and Attention; 170203 Knowledge Representation and Machine Learning; 170204 Linguistic Processes incl. Speech Production and Comprehension; 170299 Cognitive Science not elsewhere classified; 179999 Psychology and Cognitive Sciences not elsewhere classified; FOS Psychology
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URL: https://dx.doi.org/10.6084/m9.figshare.8246900.v1
https://figshare.com/articles/BayesianAccountMemoryText_tar_partad/8246900/1
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Evaluating the Contribution of Intra-Linguistic and Extra-Linguistic Data to the Structure of Human Semantic Representations
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In: Andrews, Mark; Vigliocco, Gabriella; & Vinson, David. (2007). Evaluating the Contribution of Intra-Linguistic and Extra-Linguistic Data to the Structure of Human Semantic Representations. Proceedings of the Cognitive Science Society, 29(29). Retrieved from: http://www.escholarship.org/uc/item/9ss6k1pt (2007)
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