Recognition and retrieval of mathematical expressions
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Spatial organization-relative positioning, alignment, and grouping-directly contributes to semantic meaning in mathematical notation.
“A similar perspective appears in studies on mathematical notation, such as those by Zanibbi and Blostein [24], which highlight how spatial organization -relative positioning, alignment, and grouping -directly contributes to semantic meaning.”
From Human vs LLM-Generated Alt Text for STEM Image Accessibility: A Comparative Study (2026) · cites this paper as [24]
Cites
A decision-theoretic generalization of on-line learning and an application to boosting
Freund, Y., & Schapire, R. E. (1997) · Journal of Computer and System Sciences · doi:10.1006/jcss.1997.1504 · Cited by 20,466 · see citing works
Flagged first, then by citations
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Sorted by citations
“Math word problem generation with mathematical consistency and problem context constraints,”
Wang, Z., Lan, A., & Baraniuk, R. (2021) · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · doi:10.18653/v1/2021.emnlp-main.484 · Cited by 39 · see citing works
Human vs LLM-Generated Alt Text for STEM Image Accessibility: A Comparative Study
Cardia, M., Angileri, L., Poggianti, C., & Leporini, B. (2026) · Proceedings of the 23rd International Web for All Conference · doi:10.1145/3800424.3800457 · Cited by 2 · see citing works
“A similar perspective appears in studies on mathematical notation, such as those by Zanibbi and Blostein [24], which highlight how spatial organization — relative positioning, alignment, and grouping — directly contributes to semantic meaning.”
- Authors
- Zanibbi, R., & Blostein, D.
- Affiliations
- Rochester Institute of Technology (US)
- Queen's University (CA)
- Corresponding author
- Zanibbi, Richard
- ORCID
- Zanibbi, Richard
- Venue
- International Journal on Document Analysis and Recognition (IJDAR)
- Published
- 2011-10-26
- Volume
- 15
- Issue
- 4
- Pages
- 331-357
- ISSN
- 1433-2825 (ISSN-L)
- 1433-2833
- OpenAlex
- W2031071334
- Cited by
- 284
- References
- 1
- Citations by year
- 2026: 10 · 2025: 10 · 2024: 13 · 2023: 25 · 2022: 20 · 2021: 37 · 2020: 24 · 2019: 26 · 2018: 6 · 2017: 17 · 2016: 24 · 2015: 21 · 2014: 21 · 2013: 25 · 2012: 4
- FWCI
- 17.55
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- www.springer.com/tdm (tdm)
- Locations
- International Journal on Document Analysis and Recognition (IJDAR) (publishedVersion)
- Topics
- Physical Sciences › Computer Science › Computer Vision and Pattern Recognition › Handwritten Text Recognition Techniques
- Physical Sciences › Computer Science › Computational Theory and Mathematics › Mathematics, Computing, and Information Processing
- Physical Sciences › Computer Science › Computer Vision and Pattern Recognition › Image Retrieval and Classification Techniques
- Keywords
- mathematical expression recognition, query construction, normalization, indexing, relevance feedback, meaning representation, joint optimization, user interface, document retrieval, mathematical notation
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
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