MathMLben is a benchmark to the evaluate tools for mathematical format conversion (LaTeX ↔ MathML ↔ CAS). It comprises semantically annotated and linked formulae extracted from the NTCIR 11/12 arXiv and Wikipedia task / dataset, NIST Digital Library of Mathematical Functions (DLMF) and annotations using the AnnoMathTeX formula and identifier name recommender system (https://annomathtex.wmflabs.org).

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