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 …

Evaluating token-level and passage-level dense retrieval models for math information retrieval

W Zhong, JH Yang, Y **e, J Lin - arxiv preprint arxiv:2203.11163, 2022 - arxiv.org
With the recent success of dense retrieval methods based on bi-encoders, studies have
applied this approach to various interesting downstream retrieval tasks with good efficiency …

Contextualized formula search using math abstract meaning representation

B Mansouri, DW Oard, R Zanibbi - Proceedings of the 31st ACM …, 2022 - dl.acm.org
In math formula search, relevance is determined not only by the similarity of formulas in
isolation, but also by their surrounding context. We introduce MathAMR, a new unified …

Tagging knowledge concepts for math problems based on multi-label text classification

Z Ding, X Wang, Y Wu, G Cao, L Chen - Expert Systems with Applications, 2025 - Elsevier
Tagging knowledge concepts for course problems is essential for intelligent tutoring
systems. Traditional manual tagging methods, usually performed by domain experts, are …

Retrieval and ranking of combining ontology and content attributes for scientific document

X Jiang, B Tian, X Tian - Entropy, 2022 - mdpi.com
Traditional mathematical search models retrieve scientific documents only by mathematical
expressions and their contexts and do not consider the ontological attributes of scientific …

Dowsing for math answers: exploring MathCQA with a math-aware search engine

YK Ng - 2021 - uwspace.uwaterloo.ca
Solving math problems can be challenging. It is so challenging that one might wish to seek
insights from the internet, looking for related references to understand more about the …

Comparing Power Models for circuits design with Mathematical Language Processing

A Desormiere, L Gzara, J Bigeon… - Procedia Computer …, 2024 - Elsevier
The work presented in this paper is part of a project that focuses on sorting simulation
models used at Intel to calculate power consumption of electronic devices. Hundreds of …

[PDF][PDF] Multi-attribute scientific documents retrieval and ranking model based on GBDT and LR

X Tian, J Wang, Y Wen, H Ma - Math. Biosci. Eng, 2022 - aimspress.com
Scientific documents contain a large number of mathematical expressions and texts
containing mathematical semantics. Simply using mathematical expressions or text to …

[PDF][PDF] Formula Retrieval Using Structural Similarity.

S Sarkar, D Das, P Pakray, D Pinto - CLEF (Working Notes), 2022 - ceur-ws.org
Nowadays, the amount of scientific documents which contain mathematical equations is
gradually increasing. Retrieving specific documents related to mathematical equations is …

Analyzing Mathematical Content for Plagiarism and Recommendations

A Satpute - European Conference on Information Retrieval, 2024 - Springer
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