Parsing of BibTeX entries vulnerable to lack of quoted fields

[matthewfeickert]

In 14d234f something happened with the references that broke the formatting for the README. All the papers added

HEPML-LivingReview/HEPML.bib

Lines 3 to 40 in 14d234f

	% January 28, 2021
	@misc{gonzalez2021tackling,
	title={Tackling the muon identification in water Cherenkov detectors problem for the future Southern Wide-field Gamma-ray Observatory by means of Machine Learning},
	author={B. S. Gonz\'{a}lez and R. Concei\c{c}\~{a}o and M. Pimenta and B. Tom\'{e} and A. Guill\'{e}n},
	year={2021},
	eprint={2101.11924},
	archivePrefix={arXiv},
	primaryClass={physics.ins-det}
	}
	@misc{goto2021development,
	title={Development of a Vertex Finding Algorithm using Recurrent Neural Network},
	author={Kiichi Goto and Taikan Suehara and Tamaki Yoshioka and Masakazu Kurata and Hajime Nagahara and Yuta Nakashima and Noriko Takemura and Masako Iwasaki},
	year={2021},
	eprint={2101.11906},
	archivePrefix={arXiv},
	primaryClass={physics.data-an}
	}
	% January 27, 2021
	@misc{abbasi2021convolutional,
	title={A Convolutional Neural Network based Cascade Reconstruction for the IceCube Neutrino Observatory},
	author={R. Abbasi and others},
	collaboration="IceCube",
	year={2021},
	eprint={2101.11589},
	archivePrefix={arXiv},
	primaryClass={hep-ex}
	}
	% January 25, 2021
	@misc{huang2021convolutionalneuralnetwork,
	title={A convolutional-neural-network estimator of CMB constraints on dark matter energy injection},
	author={Wei-Chih Huang and Jui-Lin Kuo and Yue-Lin Sming Tsai},
	year={2021},
	eprint={2101.10360},
	archivePrefix={arXiv},
	primaryClass={astro-ph.CO}
	}

result in having a { prefixing them in the README build

Something has apparently gone wrong in the parsing in make_md.py. I haven't looked into what yet, but it might be related to this update being the first in which the reference aliases don't contain a : — which I think is the new way arXiv is doing things.

[matthewfeickert]

From PR #50, it is seen that the parsing in make_md.py need to be able to properly parse fields if they are quoted

HEPML-LivingReview/HEPML.bib

Lines 43 to 51 in 14d234f

	@article{Howard:2021pos,
	author = "Howard, Jessica N. and Mandt, Stephan and Whiteson, Daniel and Yang, Yibo",
	title = "{Foundations of a Fast, Data-Driven, Machine-Learned Simulator}",
	eprint = "2101.08944",
	archivePrefix = "arXiv",
	primaryClass = "hep-ph",
	month = "1",
	year = "2021"
	}

or in brackets

HEPML-LivingReview/HEPML.bib

Lines 4 to 11 in 14d234f

	@misc{gonzalez2021tackling,
	title={Tackling the muon identification in water Cherenkov detectors problem for the future Southern Wide-field Gamma-ray Observatory by means of Machine Learning},
	author={B. S. Gonz\'{a}lez and R. Concei\c{c}\~{a}o and M. Pimenta and B. Tom\'{e} and A. Guill\'{e}n},
	year={2021},
	eprint={2101.11924},
	archivePrefix={arXiv},
	primaryClass={physics.ins-det}
	}

Being able to achieve this should make the parsing much more robust against changes in BibTeX formatting style from arXiv.