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SCIMAT: Science and Mathematics Dataset

Numerical Analysis 2021-10-01 v1 Information Retrieval Machine Learning Numerical Analysis
Authors: Neeraj Kollepara , Snehith Kumar Chatakonda , Pawan Kumar
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Abstract

In this work, we announce a comprehensive well curated and opensource dataset with millions of samples for pre-college and college level problems in mathematicsand science. A preliminary set of results using transformer architecture with character to character encoding is shown. The dataset identifies some challenging problem and invites research on better architecture search

Keywords

mathematics education

Cite

@article{arxiv.2109.15005,
  title  = {SCIMAT: Science and Mathematics Dataset},
  author = {Neeraj Kollepara and Snehith Kumar Chatakonda and Pawan Kumar},
  journal= {arXiv preprint arXiv:2109.15005},
  year   = {2021}
}

Comments

5 pages, 1 Figure, Under Review at DCAI workshop

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R2 v1 2026-06-24T06:30:57.389Z