Mathematical Information Retrieval: A Review
Mathematical formulas are commonly used to demonstrate theories and basic fundamentals
in the Science, Technology, Engineering, and Mathematics (STEM) domain. The burgeoning …
in the Science, Technology, Engineering, and Mathematics (STEM) domain. The burgeoning …
Evaluating token-level and passage-level dense retrieval models for math information retrieval
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 …
applied this approach to various interesting downstream retrieval tasks with good efficiency …
Contextualized formula search using math abstract meaning representation
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 …
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 …
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 …
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 …
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 …
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 …
containing mathematical semantics. Simply using mathematical expressions or text to …
[PDF][PDF] Formula Retrieval Using Structural Similarity.
Nowadays, the amount of scientific documents which contain mathematical equations is
gradually increasing. Retrieving specific documents related to 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
Analyzing Mathematical Content for Plagiarism and Recommendations | SpringerLink Skip to
main content Advertisement SpringerLink Account Menu Find a journal Publish with us Track …
main content Advertisement SpringerLink Account Menu Find a journal Publish with us Track …