Inductive Reasoning In Large Language Models

This repository contains code and data for:

Han, S. J., Ransom, K. J., Perfors, A. & Kemp, C. (2023). Inductive reasoning in humans and large language models. Cognitive Systems Research.

This repository does not contain the code for running our MTurk experiment.

Folder Structure

appendices

Code and data for the appendix.

data

All data used for the main paper.

figures

Final figures used in the main paper.

generate_data

Code used to generate and preprocess both human and LLM experimental data.

analysis

Jupyter Notebooks used to generate tables and figures that appear in the main paper.

tables

.txt files that contain LaTeX code for tables that appear in the main paper.