license: apache-2.0
task_categories:
- question-answering
language:
- en
tags:
- math
Dataset Card for MSE-text-img-dataset
We have created a custom dataset that is extracted as a subset of the Math Stack Exchange (MSE) dataset. This text-image dataset contains 64,860 questions with their respective list of answers, scores, acceptance marking, and image versions of each question and answer generated from the stored text with embedded LaTeX math markup. In this dataset there are 117,380 answers in total, with 1.81 answers per question on average. Each image was rendered from the question and answer text as it would appear in an equivalent PDF document, and the question answers selected were the first 64,860 questions and equivalent answers found in the original MSE dataset. Each question and associated answers are stored in JSON, with a JSON file for the test, train, and validation datasets. The text-image dataset has been split by 90% for training, 5% for testing, and 5% for validation. There are three image directories for the test, training, and validation images respectively, with each question’s image directory labeled by question ID from the JSON files, and each answer image by the answer ID with the question image simply labeled as ”question”.