@inproceedings{BibbaseCohlGS18,
	address = {Hagenberg, Austria},
	series = {Lecture {Notes} in {Computer} {Science}},
	title = {Automated {Symbolic} and {Numerical} {Testing} of {DLMF} {Formulae} {Using} {Computer} {Algebra} {Systems}},
	volume = {11006},
	isbn = {978-3-319-96811-7},
	url = {https://arxiv.org/abs/2109.08899},
	doi = {10/ggv8dn},
	abstract = {We have developed an automated procedure for symbolic and numerical testing
of formulae extracted from the NIST Digital Library of Mathematical Functions
(DLMF).  For the NIST Digital Repository of Mathematical Formulae, we have
developed conversion tools from semantic LaTeX to the Computer Algebra System
(CAS) Maple which relies on Youssef's part-of-math tagger.  We convert a test data subset
of 4,078 semantic LaTeX DLMF formulae
to the native CAS representation and then apply an automated scheme for symbolic and numerical
testing and verification.  Our framework is implemented using Java and Maple.
We describe in detail the conversion process which is required so that the
CAS can correctly interpret the mathematical representation of the formulae.
We describe the improvement of the effectiveness of our automated scheme through
incremental enhancement (making more precise) of the mathematical semantic markup
for the formulae.},
	urldate = {2021-09-08},
	booktitle = {Proceedings {International} {Conference} on {Intelligent} {Computer} {Mathematics} ({CICM})},
	publisher = {Springer International Publishing},
	author = {Cohl, Howard S. and Greiner-Petter, Andre and Schubotz, Moritz},
	editor = {Rabe, Florian and Farmer, William M. and Passmore, Grant O. and Youssef, Abdou},
	year = {2018},
	pages = {39--52},
}

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We convert a test data subset of 4,078 semantic LaTeX DLMF formulae to the native CAS representation and then apply an automated scheme for symbolic and numerical testing and verification. Our framework is implemented using Java and Maple. We describe in detail the conversion process which is required so that the CAS can correctly interpret the mathematical representation of the formulae. 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Our framework is implemented using Java and Maple.\nWe describe in detail the conversion process which is required so that the\nCAS can correctly interpret the mathematical representation of the formulae.\nWe describe the improvement of the effectiveness of our automated scheme through\nincremental enhancement (making more precise) of the mathematical semantic markup\nfor the formulae.},\n\turldate = {2021-09-08},\n\tbooktitle = {Proceedings {International} {Conference} on {Intelligent} {Computer} {Mathematics} ({CICM})},\n\tpublisher = {Springer International Publishing},\n\tauthor = {Cohl, Howard S. and Greiner-Petter, Andre and Schubotz, Moritz},\n\teditor = {Rabe, Florian and Farmer, William M. and Passmore, Grant O. and Youssef, Abdou},\n\tyear = {2018},\n\tpages = {39--52},\n}\n\n","author_short":["Cohl, H. S.","Greiner-Petter, A.","Schubotz, M."],"editor_short":["Rabe, F.","Farmer, W. M.","Passmore, G. 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