MathNLP 2026 — 4th Workshop on Mathematical Natural Language Processing (co-located with EMNLP 2026) (MathNLP)

MathNLP is the ACL workshop on natural language processing for mathematical text and reasoning, co-located with *ACL conferences. It invites original contributions on mathematical reasoning, math word problems, autoformalization, neuro-symbolic NLP, mathematical information retrieval, LLMs for mathematics, theorem proving. Submissions may take the form of full research papers, extended abstracts and poster presentations reporting theoretical, computational and experimental work, as well as industrial case studies and applications. The meeting brings together researchers, engineers, industry practitioners and students to exchange recent results and discuss emerging directions in the field. Accepted papers are published in the conference proceedings (Association for Computational Linguistics).