This repository contains the stimuli, data, and analysis for a project examining the differences between generics that have a principled relationship between a concept and its property (e.g. circles are round) and generics that have a statistical relationship (e.g. cars have radios), a relationship that is generally true but not necessarily true of each instance.
The repository is organized as follows:
rating_study_generate_trials.ipynb
: notebook for generating trial lists used in the rating studyrating_study_data_cleaning.ipynb
: notebook for cleaning and aggregating raw rating datarating_study_data_analysis.ipynb
: notebooks with data analysis for rating data, including cloze probabilities and cosine distances from ALBERT (a large transformer model) and mixed-effects models analyzing relationships between various ratings and types of genericsdata/
: data filesfigures/
: figures generated byrating_study_data_analysis.ipynb
trials/
: trials generated byrating_study_generate_trials.ipynb
papers/
: PDF copies of the Prasada et al. papers that some of the stimuli were taken from