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Computer Science > Digital Libraries

arXiv:2109.02801 (cs)
[Submitted on 7 Sep 2021]

Title:ArGoT: A Glossary of Terms extracted from the arXiv

Authors:Luis Berlioz (University of Pittsburgh)
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Abstract:We introduce ArGoT, a data set of mathematical terms extracted from the articles hosted on the arXiv website. A term is any mathematical concept defined in an article. Using labels in the article's source code and examples from other popular math websites, we mine all the terms in the arXiv data and compile a comprehensive vocabulary of mathematical terms. Each term can be then organized in a dependency graph by using the term's definitions and the arXiv's metadata. Using both hyperbolic and standard word embeddings, we demonstrate how this structure is reflected in the text's vector representation and how they capture relations of entailment in mathematical concepts. This data set is part of an ongoing effort to align natural mathematical text with existing Interactive Theorem Prover Libraries (ITPs) of formally verified statements.
Comments: In Proceedings SCSS 2021, arXiv:2109.02501
Subjects: Digital Libraries (cs.DL); Machine Learning (cs.LG)
Cite as: arXiv:2109.02801 [cs.DL]
  (or arXiv:2109.02801v1 [cs.DL] for this version)
  https://doi.org/10.48550/arXiv.2109.02801
Journal reference: EPTCS 342, 2021, pp. 14-21
Related DOI: https://doi.org/10.4204/EPTCS.342.2

Submission history

From: EPTCS [view email] [via EPTCS proxy]
[v1] Tue, 7 Sep 2021 01:33:25 UTC (786 KB)
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