First Steps in Building a Knowledge Base of Mathematical Results - PaRis AI Research InstitutE
Conference Papers Year : 2024

First Steps in Building a Knowledge Base of Mathematical Results

Shrey Mishra
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Yacine Brihmouche
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Antoine Gauquier

Abstract

This paper explores first steps towards extracting information about theorems and proofs from scholarly documents to build a knowledge base of interlinked results. Specifically, we consider two main tasks: extractions of results and their proofs from the PDF of scientific articles; and establishing which results is used in the proof of which, across the scientific literature. We discuss the problem statement, methodologies, as well as preliminary findings employed in both phases of our approach, highlighting the challenges faced.
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Dates and versions

hal-04639523 , version 1 (09-07-2024)

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  • HAL Id : hal-04639523 , version 1

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Shrey Mishra, Yacine Brihmouche, Theo Delemazure, Antoine Gauquier, Pierre Senellart. First Steps in Building a Knowledge Base of Mathematical Results. SDP Fourth Workshop on Scholarly Document Processing at ACL 2024, Aug 2024, Bangkok, Thailand. ⟨hal-04639523⟩
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