Code for the paper Linguistic Overhypotheses in Category Learning: Explaining the Label Advantage Effect (CogSci 2020) by Anna Ivanova (annaiv@mit.edu) and Matthias Hofer (mhofer@mit.edu).
The repo contains three Colab notebooks:
- Labels & Categories Model: main notebook. Defines the hierarchical Bayesian model described in the paper.
- Labels & Categories Results: code to generate results figures & tables.
- Labels & Categories Method Figures: code to generate supporting methods figures.
Directories:
- figures
- modelfiles: different versions of the model fitted to the data
- stats: R markdown file defining the linear mixed effect models run on the outputs
- tables: participant simulation outputs