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MathNLP 2026
MathNLP 2026: The 4th Workshop on Mathematical Natural Language Processing (ARR Commitment)
The 4th Workshop on Mathematical Natural Language Processing (MathNLP 2026) brings together researchers to explore the intersection of mathematics and natural language processing. The workshop welcomes contributions that apply formal methods, symbolic reasoning, or mathematical modeling to NLP tasks, aiming to advance the theoretical and practical foundations of mathematical approaches in language technology.
Key deadlines
Verified September 9, 2026Full paper
August 22, 2026
AoE
Workshop timeline
Submission and decisions
Full paperKey deadline
August 22, 2026 · AoE
Paper fit
Contribution paths
A strong submission should clearly identify its contribution and evaluate it appropriately.
Short papers
Concise presentations of preliminary results, position papers, or work in progress.
Journal track
Extended versions of previously published work suitable for journal submission.
Research areas in scope
01
Topics
Formal semantics and pragmaticsSymbolic and neural integrationMathematical modeling of linguistic phenomenaLogic-based NLPProbabilistic and statistical methods with mathematical foundationsAutomated theorem proving for NLPKnowledge representation and reasoning in NLPMathematical structures in language modelsInterpretability and explainability through mathematical analysisApplications of category theory, algebra, or topology in NLP
Policies worth checking twice
- Submissions must be anonymized for double-blind review.
- Papers must not exceed 10 pages for full papers and 5 pages for short papers, excluding references.
- Dual submission to other conferences or journals is not allowed during review.
- Author lists cannot be changed after the submission deadline.
- Authors must include a statement on the use of AI tools in the submission.
Official sources
Compiled from the official call for papers. The organizers’ pages remain authoritative.
Last verified September 9, 2026