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 …
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 …
quality. Quality control objectives include detecting malicious edits, fixing typos, and spotting …
Analyzing mathematical content to detect academic plagiarism
This paper presents, to our knowledge, the first study on analyzing mathematical
expressions to detect academic plagiarism. We make the following contributions. First, we …
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 …
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 …
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 …
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 …
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 …
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 …
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 …
system is difficult and time-consuming. To address this, we proposed MathAssist, a …