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 …

Semeval 2022 task 12: Symlink-linking mathematical symbols to their descriptions

VD Lai, APB Veyseh, F Dernoncourt… - arXiv preprint arXiv …, 2022 - arxiv.org
Given the increasing number of livestreaming videos, automatic speech recognition and
post-processing for livestreaming video transcripts are crucial for efficient data management …

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 …

Introducing mathqa: a math-aware question answering system

M Schubotz, P Scharpf, K Dudhat, Y Nagar… - Information Discovery …, 2018 - emerald.com
Purpose This paper aims to present an open source math-aware Question Answering
System based on Ask Platypus. Design/methodology/approach The system returns as a …

MathAlign: Linking formula identifiers to their contextual natural language descriptions

M Alexeeva, R Sharp… - Proceedings of the …, 2020 - aclanthology.org
Extending machine reading approaches to extract mathematical concepts and their
descriptions is useful for a variety of tasks, ranging from mathematical information retrieval to …

[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 …

Mathematical language processing project

R Pagael, M Schubotz - arXiv preprint arXiv:1407.0167, 2014 - arxiv.org
In natural language, words and phrases themselves imply the semantics. In contrast, the
meaning of identifiers in mathematical formulae is undefined. Thus scientists must study the …

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 …