Indexing and searching mathematics in digital libraries: architecture, design and scalability issues

P Sojka, M Líška - … Mathematics: 18th Symposium, Calculemus 2011, and …, 2011 - Springer
This paper surveys approaches and systems for searching mathematical formulae in
mathematical corpora and on the web. The design and architecture of our MIaS (Math …

Semantification of identifiers in mathematics for better math information retrieval

M Schubotz, A Grigorev, M Leich, HS Cohl… - Proceedings of the 39th …, 2016 - dl.acm.org
Mathematical formulae are essential in science, but face challenges of ambiguity, due to the
use of a small number of identifiers to represent an immense number of concepts …

BERT is not the count: Learning to match mathematical statements with proofs

WW Li, Y Ziser, M Coavoux, SB Cohen - arXiv preprint arXiv:2302.09350, 2023 - arxiv.org
We introduce a task consisting in matching a proof to a given mathematical statement. The
task fits well within current research on Mathematical Information Retrieval and, more …

[HTML][HTML] Extracting textual descriptions of mathematical expressions in scientific papers

GY Kristianto, A Aizawa - D-Lib Magazine, 2014 - webdoc.sub.gwdg.de
Mathematical concepts and formulations play a fundamental role in many scientific domains.
As such, the use of mathematical expressions represents a promising method of interlinking …

Utilizing dependency relationships between math expressions in math IR

GY Kristianto, G Topić, A Aizawa - Information Retrieval Journal, 2017 - Springer
Current mathematical search systems allow math expressions within a document to be
queried using math expressions and keywords. To accept such queries, math search …

Variable typing: Assigning meaning to variables in mathematical text

Y Stathopoulos, S Baker, M Rei… - Proceedings of the 2018 …, 2018 - aclanthology.org
Abstract Information about the meaning of mathematical variables in text is useful in NLP/IR
tasks such as symbol disambiguation, topic modeling and mathematical information retrieval …

Part-of-math tagging and applications

A Youssef - International Conference on Intelligent Computer …, 2017 - Springer
Nearly all of the recent mathematical literature, and much of the old literature, are online and
mostly in natural-language form. Therefore, math content processing presents some of the …

Mathematical information retrieval based on type embeddings and query expansion

YA Stathopoulos, SH Teufel - 2016 - repository.cam.ac.uk
We present an approach to mathematical information retrieval (MIR) that exploits a special
kind of technical terminology, referred to as a mathematical type. In this paper, we present …

[图书][B] Augmenting mathematical formulae for more effective querying & efficient presentation

M Schubotz - 2017 - search.proquest.com
Abstract Mathematical Information Retrieval (MIR) is a research area that focuses on the
Information Need (IN) of the Science, Technology, Engineering and Mathematics (STEM) …

Symbol declarations in mathematical writing

M Wolska, M Grigore - 2010 - eudml.org
Abstract top We present three corpus-based studies on symbol declaration in mathematical
writing. We focus on simple object denoting symbols which may be part of larger …