anreu / math_analysis

Code for "Investigating the Use of Formulae in Math AR"

This repository contains the code to replicate the experiments for our paper "Investigating the Use of Formulae in Math AR".

Website

The website for this project can be found here: http://anreu.github.io/math_analysis/.

Fine-Tunining for Math AR

Data Preparation

In order to prepare the data for crating the fine-tuning and evaluation data, call:

cd math_analysis/ft_datasets/

Fine-Tuning

To create the fine-tuning data set, call:

cd math_analysis/ft_datasets/reusch/
python create_training_data_task1_parts.py

Evaluation

To create the evaluation data sets (default, no-formulae, dummy-formulae, sorted), call:

cd math_analysis/ft_datasets/evaluation_data/scripts/
python create_topic_answer_files.py

Fine-Tuning for Variable Overlap Prediction

The scripts to evaluate the variable overlap prediction task, please refer to the folder var_pred.

Fine-Tuning for Math Structures

The scripts to evaluate the variable overlap prediction task, please refer to the folder math_structures.