Mathbert: A pre-trained model for mathematical formula understanding

S Peng, K Yuan, L Gao, Z Tang - arxiv preprint arxiv:2105.00377, 2021 - arxiv.org
Large-scale pre-trained models like BERT, have obtained a great success in various Natural
Language Processing (NLP) tasks, while it is still a challenge to adapt them to the math …

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 …

ICDAR 2019 CROHME+ TFD: Competition on recognition of handwritten mathematical expressions and typeset formula detection

M Mahdavi, R Zanibbi, H Mouchere… - 2019 International …, 2019 - ieeexplore.ieee.org
We summarize the tasks, protocol, and outcome for the 6th Competition on Recognition of
Handwritten Mathematical Expressions (CROHME), which includes a new formula detection …

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 …

ICFHR2016 CROHME: Competition on recognition of online handwritten mathematical expressions

H Mouchère, C Viard-Gaudin… - … on Frontiers in …, 2016 - ieeexplore.ieee.org
This paper presents an overview of the 5th Competition on Recognition of Online
Handwritten Mathematical Expressions (CROHME). As in previous years, the main task is …

Overview of ARQMath 2020: CLEF lab on answer retrieval for questions on math

R Zanibbi, DW Oard, A Agarwal, B Mansouri - Experimental IR Meets …, 2020 - Springer
Abstract The ARQMath Lab at CLEF considers finding answers to new mathematical
questions among posted answers on a community question answering site (Math Stack …

Overview of arqmath-3 (2022): Third clef lab on answer retrieval for questions on math

B Mansouri, V Novotný, A Agarwal, DW Oard… - … Conference of the Cross …, 2022 - Springer
This paper provides an overview of the third and final year of the Answer Retrieval for
Questions on Math (ARQMath-3) lab, run as part of CLEF 2022. ARQMath has aimed to …

Accelerating substructure similarity search for formula retrieval

W Zhong, S Rohatgi, J Wu, CL Giles… - Advances in Information …, 2020 - Springer
Formula retrieval systems using substructure matching are effective, but suffer from slow
retrieval times caused by the complexity of structure matching. We present a specialized …

Structural similarity search for formulas using leaf-root paths in operator subtrees

W Zhong, R Zanibbi - Advances in Information Retrieval: 41st European …, 2019 - Springer
We present a new search method for mathematical formulas based on Operator Trees
(OPTs) representing the application of operators to operands. Our method provides (1) a …

Mathematical Information Retrieval: Search and Question Answering

R Zanibbi, B Mansouri, A Agarwal - Foundations and Trends® …, 2025 - nowpublishers.com
Mathematical information is essential for technical work, but its creation, interpretation, and
search are challenging. To help address these challenges, researchers have developed …