Can LLMs Master Math? Investigating Large Language Models on Math Stack Exchange

1 code implementation • 30 Mar 2024 • Ankit Satpute, Noah Giessing, Andre Greiner-Petter, Moritz Schubotz, Olaf Teschke, Akiko Aizawa, Bela Gipp

In this study, we adopted a two-step approach for investigating the proficiency of LLMs in answering mathematical questions.

Math Mathematical Reasoning

Taxonomy of Mathematical Plagiarism

1 code implementation • 30 Jan 2024 • Ankit Satpute, Andre Greiner-Petter, Noah Gießing, Isabel Beckenbach, Moritz Schubotz, Olaf Teschke, Akiko Aizawa, Bela Gipp

Second, we analyze the best-performing approaches to detect plagiarism and mathematical content similarity on the newly established taxonomy.

Math Question Answering +1

Bravo MaRDI: A Wikibase Powered Knowledge Graph on Mathematics

1 code implementation • 20 Sep 2023 • Moritz Schubotz, Eloi Ferrer, Johannes Stegmüller, Daniel Mietchen, Olaf Teschke, Larissa Pusch, Tim OF Conrad

Mathematical world knowledge is a fundamental component of Wikidata.

World Knowledge

TEIMMA: The First Content Reuse Annotator for Text, Images, and Math

1 code implementation • 22 May 2023 • Ankit Satpute, André Greiner-Petter, Moritz Schubotz, Norman Meuschke, Akiko Aizawa, Olaf Teschke, Bela Gipp

This demo paper presents the first tool to annotate the reuse of text, images, and mathematical formulae in a document pair -- TEIMMA.

Math

AutoMSC: Automatic Assignment of Mathematics Subject Classification Labels

1 code implementation • 25 May 2020 • Moritz Schubotz, Philipp Scharpf, Olaf Teschke, Andreas Kuehnemund, Corinna Breitinger, Bela Gipp

Moreover, we find that the method's confidence score allows for reducing the effort by 86% compared to the manual coarse-grained classification effort while maintaining a precision of 81% for automatically classified articles.

Classification General Classification +2

Mathematical Formulae in Wikimedia Projects 2020

no code implementations • 20 Mar 2020 • Moritz Schubotz, André Greiner-Petter, Norman Meuschke, Olaf Teschke, Bela Gipp

This poster summarizes our contributions to Wikimedia's processing pipeline for mathematical formulae.