Introduction to mathematical language processing: Informal proofs, word problems, and supporting tasks

J Meadows, A Freitas - Transactions of the Association for …, 2023 - direct.mit.edu
Automating discovery in mathematics and science will require sophisticated methods of
information extraction and abstract reasoning, including models that can convincingly …

Mathematical Information Retrieval: A Review

P Dadure, P Pakray, S Bandyopadhyay - ACM Computing Surveys, 2024 - dl.acm.org
Mathematical formulas are commonly used to demonstrate theories and basic fundamentals
in the Science, Technology, Engineering, and Mathematics (STEM) domain. The burgeoning …

Improving academic plagiarism detection for STEM documents by analyzing mathematical content and citations

N Meuschke, V Stange, M Schubotz… - 2019 ACM/IEEE …, 2019 - ieeexplore.ieee.org
Identifying academic plagiarism is a pressing task for educational and research institutions,
publishers, and funding agencies. Current plagiarism detection systems reliably find …

Semantic formula search in digital mathematical libraries

A Elizarov, A Kirillovich, E Lipachev… - 2017 Second Russia …, 2017 - ieeexplore.ieee.org
We are presenting semantic methods of search for mathematical objects in scientific
publications. In particular, methods of search for mathematical formulas, as well as methods …

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 …

Choosing math features for BM25 ranking with Tangent-L

D Fraser, A Kane, FW Tompa - Proceedings of the ACM Symposium on …, 2018 - dl.acm.org
Combining text and mathematics when searching in a corpus with extensive mathematical
notation remains an open problem. Recent results for Tangent-3 on the math and text …

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 …

Characterizing searches for mathematical concepts

B Mansouri, R Zanibbi, DW Oard - 2019 ACM/IEEE Joint …, 2019 - ieeexplore.ieee.org
Although there has been considerable interest in recent years in the development of
specialized mathematical digital libraries that can index and search for mathematical …

Semantic search in millions of equations

L Pfahler, K Morik - Proceedings of the 26th ACM SIGKDD International …, 2020 - dl.acm.org
Given the increase of publications, search for relevant papers becomes tedious. In
particular, search across disciplines or schools of thinking is not supported. This is mainly …

Towards formula concept discovery and recognition

P Scharpf, M Schubotz, HS Cohl, B Gipp - 2019 - kops.uni-konstanz.de
Citation-based Information Retrieval (IR) methods for scientific documents have proven to be
effective in academic disciplines that use many references. In science, technology …