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 …

[PDF][PDF] NTCIR-12 MathIR Task Overview.

R Zanibbi, A Aizawa, M Kohlhase, I Ounis, Goran Topic… - NTCIR, 2016 - research.nii.ac.jp
We present an overview of the NTCIR-12 MathIR Task, dedicated to information access for
mathematical content. The MathIR task makes use of two corpora. The first corpus contains …

Layout and semantics: Combining representations for mathematical formula search

K Davila, R Zanibbi - Proceedings of the 40th International ACM SIGIR …, 2017 - dl.acm.org
Math-aware search engines need to support formulae in queries. Mathematical expressions
are typically represented as trees defining their operational semantics or visual layout. 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 …

[PDF][PDF] Dprl systems in the clef 2022 arqmath lab: Introducing mathamr for math-aware search

B Mansouri, DW Oard, R Zanibbi - Proc. CLEF 2022 (CEUR Working …, 2022 - par.nsf.gov
There are two main tasks defined for ARQMath:(1) Question Answering, and (2) Formula
Retrieval, along with a pilot task (3) Open Domain Question Answering. For Task 1, five …

[HTML][HTML] Embedding and generalization of formula with context in the retrieval of mathematical information

P Dadure, P Pakray, S Bandyopadhyay - Journal of King Saud University …, 2022 - Elsevier
Retrieval of mathematical information from scientific documents is one of the crucial tasks.
Numerous Mathematical Information Retrieval (MIR) systems have been developed, which …

Physnlu: A language resource for evaluating natural language understanding and explanation coherence in physics

J Meadows, Z Zhou, A Freitas - arxiv preprint arxiv:2201.04275, 2022 - arxiv.org
In order for language models to aid physics research, they must first encode representations
of mathematical and natural language discourse which lead to coherent explanations, with …

[HTML][HTML] A formula embedding approach to math information retrieval

A Pathak, P Pakray, A Gelbukh - Computación y Sistemas, 2018 - scielo.org.mx
Intricate math formulae, which majorly constitute the content of scientific documents, add to
the complexity of scientific document retrieval. Although modifications in conventional …

An N-ary tree-based model for similarity evaluation on mathematical formulae

Y Dai, L Chen, Z Zhang - 2020 IEEE International Conference …, 2020 - ieeexplore.ieee.org
Accurate and efficient measurements for evaluating the similarity between mathematical
formulae play an important role in mathematical information retrieval. Most previous studies …

[BOEK][B] Making presentation math computable: a context-sensitive approach for translating LaTeX to computer algebra systems

A Greiner-Petter - 2023 - library.oapen.org
This Open-Access-book addresses the issue of translating mathematical expressions from
LaTeX to the syntax of Computer Algebra Systems (CAS). Over the past decades, especially …