Introduction to mathematical language processing: Informal proofs, word problems, and supporting tasks

J Meadows, A Freitas - Transactions of the Association for …, 2023 - direct.mit.edu
Automating discovery in mathematics and science will require sophisticated methods of
information extraction and abstract reasoning, including models that can convincingly …

A survey in mathematical language processing

J Meadows, A Freitas - arXiv preprint arXiv:2205.15231, 2022 - arxiv.org
Informal mathematical text underpins real-world quantitative reasoning and communication.
Developing sophisticated methods of retrieval and abstraction from this dual modality is …

BERT is not the count: Learning to match mathematical statements with proofs

WW Li, Y Ziser, M Coavoux, SB Cohen - arXiv preprint arXiv:2302.09350, 2023 - arxiv.org
We introduce a task consisting in matching a proof to a given mathematical statement. The
task fits well within current research on Mathematical Information Retrieval and, more …

[图书][B] Mathematical language processing: deep learning representations and inference over mathematical text

DM Ferreira - 2022 - search.proquest.com
The articulation of mathematical arguments is a fundamental part of scientific reasoning and
communication. Across many disciplines, expressing relations and interdependencies …