diff --git a/analyses/pluginATLAS/ATLAS_2017_I1645627.info b/analyses/pluginATLAS/ATLAS_2017_I1645627.info
--- a/analyses/pluginATLAS/ATLAS_2017_I1645627.info
+++ b/analyses/pluginATLAS/ATLAS_2017_I1645627.info
@@ -1,51 +1,51 @@
 Name: ATLAS_2017_I1645627
 Year: 2017
 Summary: Isolated photon + jets at 13 TeV
 Experiment: ATLAS
 Collider: LHC
 InspireID: 1645627
 Status: VALIDATED
 Authors:
  - Ana Rosario Cueto Gomez <ana.rosario.cueto.gomez@cern.ch>
  - Christian Gutschow <chris.g@cern.ch>
 References:
  - Phys.Lett. B780 (2018) 578-602
  - doi:10.1016/j.physletb.2
  - arXiv:1801.00112 [hep-ex]
 Keywords:
  - PHOTON
  - JETS
 RunInfo:
   prompt photon + jets
 Luminosity_fb: 3.2
 Beams: [p+, p+]
 Energies: [13000]
 PtCuts: [125,100]
 NeedCrossSection: True
 Description: 
-  'The dynamics of isolated-photon production in association with a jet in proton--proton collisions at a centre-of-mass energy of 
-  13 TeV are studied with the ATLAS detector at the LHC using a dataset with an integrated luminosity of 3.2 fb${}^{-1}$. 
+  'The dynamics of isolated-photon production in association with a jet in proton-proton collisions at a centre-of-mass energy of 
+  13 TeV are studied with the ATLAS detector at the LHC using a dataset with an integrated luminosity of 3.2 fb$^{-1}$. 
   Photons are required to have transverse energies above 125 GeV. Jets are identified using the anti-$k_\text{t}$ algorithm 
   with radius parameter $R=0.4$ and required to have transverse momenta above 100 GeV. Measurements of isolated-photon plus jet 
   cross sections are presented as functions of the leading-photon transverse energy, the leading-jet transverse momentum, 
-  the azimuthal angular separation between the photon and the jet, the photon--jet invariant mass and the scattering angle 
-  in the photon–jet centre-of-mass system. Tree-level plus parton-shower predictions from Sherpa and Pythia as well as 
+  the azimuthal angular separation between the photon and the jet, the photon-jet invariant mass and the scattering angle 
+  in the photon-jet centre-of-mass system. Tree-level plus parton-shower predictions from Sherpa and Pythia as well as 
   next-to-leading-order QCD predictions from Jetphox and Sherpa are compared to the measurements.'
 BibKey: Aaboud:2017kff
 BibTeX: '@article{Aaboud:2017kff,
       author         = "Aaboud, Morad and others",
       title          = "{Measurement of the cross section for isolated-photon
                         plus jet production in $pp$ collisions at $\sqrt s=13$ TeV
                         using the ATLAS detector}",
       collaboration  = "ATLAS",
       journal        = "Phys. Lett.",
       volume         = "B780",
       year           = "2018",
       pages          = "578-602",
       doi            = "10.1016/j.physletb.2018.03.035",
       eprint         = "1801.00112",
       archivePrefix  = "arXiv",
       primaryClass   = "hep-ex",
       reportNumber   = "CERN-EP-2017-265",
       SLACcitation   = "%%CITATION = ARXIV:1801.00112;%%"
 }'