First Steps in Building a Knowledge Base of Mathematical Results

Shrey Mishra, Yacine Brihmouche, Théo Delemazure, Antoine Gauquier, Pierre Senellart


Abstract
This paper explores the initial 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: extracting results and their proofs from the PDFs of scientific articles and establishing which results are used in the proofs of others across the scientific literature. We discuss the problem statement, methodologies, and preliminary findings employed in both phases of our approach, highlighting the challenges faced.
Anthology ID:
2024.sdp-1.16
Volume:
Proceedings of the Fourth Workshop on Scholarly Document Processing (SDP 2024)
Month:
August
Year:
2024
Address:
Bangkok, Thailand
Editors:
Tirthankar Ghosal, Amanpreet Singh, Anita Waard, Philipp Mayr, Aakanksha Naik, Orion Weller, Yoonjoo Lee, Shannon Shen, Yanxia Qin
Venues:
sdp | WS
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
165–174
Language:
URL:
https://aclanthology.org/2024.sdp-1.16
DOI:
Bibkey:
Cite (ACL):
Shrey Mishra, Yacine Brihmouche, Théo Delemazure, Antoine Gauquier, and Pierre Senellart. 2024. First Steps in Building a Knowledge Base of Mathematical Results. In Proceedings of the Fourth Workshop on Scholarly Document Processing (SDP 2024), pages 165–174, Bangkok, Thailand. Association for Computational Linguistics.
Cite (Informal):
First Steps in Building a Knowledge Base of Mathematical Results (Mishra et al., sdp-WS 2024)
Copy Citation:
PDF:
https://aclanthology.org/2024.sdp-1.16.pdf