Math-word embedding in math search and semantic extraction

A Greiner-Petter, A Youssef, T Ruas, BR Miller… - Scientometrics, 2020 - Springer
Word embedding, which represents individual words with semantically fixed-length vectors,
has made it possible to successfully apply deep learning to natural language processing …

Do the math: Making mathematics in wikipedia computable

A Greiner-Petter, M Schubotz… - … on Pattern Analysis …, 2022 - ieeexplore.ieee.org
Wikipedia combines the power of AI solutions and human reviewers to safeguard article
quality. Quality control objectives include detecting malicious edits, fixing typos, and spotting …

Analyzing mathematical content to detect academic plagiarism

N Meuschke, M Schubotz, F Hamborg… - Proceedings of the …, 2017 - dl.acm.org
This paper presents, to our knowledge, the first study on analyzing mathematical
expressions to detect academic plagiarism. We make the following contributions. First, we …

Retrieval of scientific documents based on HFS and BERT

X Tian, J Wang - IEEE Access, 2021 - ieeexplore.ieee.org
When retrieving scientific documents with mathematical expressions as the main content,
both mathematical expressions and their contextual text features require consideration …

Discovering mathematical objects of interest—a study of mathematical notations

A Greiner-Petter, M Schubotz, F Müller… - Proceedings of The …, 2020 - dl.acm.org
Mathematical notation, ie, the writing system used to communicate concepts in mathematics,
encodes valuable information for a variety of information search and retrieval systems. Yet …

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 …

Detecting in-line mathematical expressions in scientific documents

K Iwatsuki, T Sagara, T Hara, A Aizawa - … of the 2017 ACM symposium on …, 2017 - dl.acm.org
One of the issues in extracting natural language sentences from PDF documents is the
identification of non-textual elements in a sentence. In this paper, we report our preliminary …

[PDF][PDF] Mathematical information retrieval

A Aizawa, M Kohlhase - … and Access Tasks: NTCIR's Legacy of …, 2021 - library.oapen.org
We present an overview of the NTCIR Math Tasks organized during NTCIR-10, 11, and 12.
These tasks are primarily dedicated to techniques for searching mathematical content with …

Comparative verification of the digital library of mathematical functions and computer algebra systems

A Greiner-Petter, HS Cohl, A Youssef… - … Conference on Tools …, 2022 - Springer
Digital mathematical libraries assemble the knowledge of years of mathematical research.
Numerous disciplines (eg, physics, engineering, pure and applied mathematics) rely heavily …

MathAssist: A Handwritten Mathematical Expression Autocomplete Technique

W Kang, J Huang, Q Tong, Q Fu, F Tian… - Proceedings of the 29th …, 2024 - dl.acm.org
Writing and editing mathematical expressions with complicated structures in computer
system is difficult and time-consuming. To address this, we proposed MathAssist, a …