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 …

[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 …

[PDF][PDF] Three is better than one

V Novotný, P Sojka, M Štefánik, D Lupták - CEUR Workshop …, 2020 - ceur-ws.org
We report on the systems that the Math Information Retrieval group at Masaryk University
(MIRMU) prepared for tasks 1 (find answers) and 2 (formula search) of the ARQMath lab at …

MIaS: math-aware retrieval in digital mathematical libraries

P Sojka, M Růžička, V Novotný - Proceedings of the 27th ACM …, 2018 - dl.acm.org
Digital mathematical libraries (DMLs) such as arXiv, Numdam, and EuDML contain mainly
documents from STEM fields, where mathematical formulae are often more important than …

LSTM neural network based math information retrieval

A Pathak, P Pakray, R Das - 2019 Second International …, 2019 - ieeexplore.ieee.org
The work presented in this paper ascertains role of Long Sort-Term Memory (LSTM) neural
network in Math Information Retrieval (MIR). Motivated from promising performances of the …

[图书][B] Augmenting mathematical formulae for more effective querying & efficient presentation

M Schubotz - 2017 - search.proquest.com
Abstract Mathematical Information Retrieval (MIR) is a research area that focuses on the
Information Need (IN) of the Science, Technology, Engineering and Mathematics (STEM) …

[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 …