diff --git a/analyses/pluginATLAS/ATLAS_2019_I1724098.info b/analyses/pluginATLAS/ATLAS_2019_I1724098.info
--- a/analyses/pluginATLAS/ATLAS_2019_I1724098.info
+++ b/analyses/pluginATLAS/ATLAS_2019_I1724098.info
@@ -1,55 +1,56 @@
 Name: ATLAS_2019_I1724098
 Year: 2019
-Summary: Jet Sub-structure at 13 TeV
+Summary: Jet substructure at 13 TeV
 Experiment: ATLAS
 Collider: LHC
 InspireID: 1724098
 Status: VALIDATED
 Authors: 
  - Deepak Kar <deepak.kar@cern.ch>
  - Amal Vaidya <amal.vaidya@cern.ch>
  - Christian Gutschow <chris.g@cern.ch>
 References:
  - JHEP 1908 (2019) 033
  - doi:10.1007/JHEP08(2019)033
  - arXiv:1903.02942 [hep-ex]
 Keywords:
-  - TAGGING
-  - SUBSTRUCTURE
-  - BOOSTED
-  - JETS
+ - substructure
+ - boosted
+ - jets
+ - ttbar
+ - w
 Options:
-  - MODE=DJ,TW
+ - MODE=DJ,TW
 RunInfo:
- multijet / ttbar production at 13 TeV
+ 'Multijet / ttbar production at 13 TeV'
 Luminosity_fb: 33.0
 Beams: [p+, p+]
 Energies: [13000]
 PtCuts: [450.]
 Description:
   'A measurement of jet substructure observables is presented using data collected in 2016 by the ATLAS experiment at the LHC with
   proton-proton collisions at $\sqrt{s} = 13$ TeV. Large-radius jets groomed with the trimming and soft-drop algorithms are studied.
   Dedicated event selections are used to study jets produced by light quarks or gluons, and hadronically decaying top quarks and W
   bosons. The observables measured are sensitive to substructure, and therefore are typically used for tagging large-radius jets
   from boosted massive particles. These include the energy correlation functions and the $N$-subjettiness variables. The number of
   subjets and the Les Houches angularity are also considered. The distributions of the substructure variables, corrected for
   detector effects, are compared to the predictions of various Monte Carlo event generators. They are also compared between the
   large-radius jets originating from light quarks or gluons, and hadronically decaying top quarks and $W$ bosons.'
 BibKey: Aaboud:2019aii
 BibTex: '@article{Aaboud:2019aii,
       author         = "Aaboud, Morad and others",
       title          = "{Measurement of jet-substructure observables in top
                         quark, $W$ boson and light jet production in proton-proton
                         collisions at $\sqrt{s}=13$ TeV with the ATLAS detector}",
       collaboration  = "ATLAS",
       journal        = "JHEP",
       volume         = "08",
       year           = "2019",
       pages          = "033",
       doi            = "10.1007/JHEP08(2019)033",
       eprint         = "1903.02942",
       archivePrefix  = "arXiv",
       primaryClass   = "hep-ex",
       reportNumber   = "CERN-EP-2019-011",
       SLACcitation   = "%%CITATION = ARXIV:1903.02942;%%"
 }'
diff --git a/analyses/pluginCMS/CMS_2018_I1646260.info b/analyses/pluginCMS/CMS_2018_I1646260.info
--- a/analyses/pluginCMS/CMS_2018_I1646260.info
+++ b/analyses/pluginCMS/CMS_2018_I1646260.info
@@ -1,50 +1,50 @@
 Name: CMS_2018_I1646260
 Year: 2019
 Summary: Search for BSM with 2 soft leptons + MET at 13 TeV
 Experiment: ATLAS
 Collider: LHC
 InspireID: 1646260
 Status: VALIDATED NOTREENTRY NOHEPDATA
 Authors:
  - Andy Buckley <andy.buckley@cern.ch>
  - Derek Yeung
 References:
  - 'Phys.Lett. B782 (2018) 440-467'
  - 'DOI: 10.1016/j.physletb.2018.05.062'
  - 'CMS-SUS-16-048'
  - 'arXiv:1801.01846'
 RunInfo:
-  low-mass l^+ l^- + pTmiss (l = el, mu)
+  Low-mass l^+ l^- + pTmiss (l = el, mu)
 NeedCrossSection: yes
 Beams: [p+, p+]
 Energies: [13000]
 Luminosity_fb: 35.9
 Description:
   'A search is presented for new physics in events with two low-momentum, oppositely
   charged leptons (electrons or muons) and missing transverse momentum in proton-proton
   collisions at a centre-of-mass energy of 13 TeV. The data collected using the CMS
   detector at the LHC correspond to an integrated luminosity of 35.9/fb. The observed
   event yields are consistent with the expectations from the Standard Model. The
   analysis is optimised for study of pair production of charginos and neutralinos
   with nearly degenerate masses, as expected in natural supersymmetry models with light
   higgsinos, as well as in terms of the pair production of top squarks, when the lightest
   neutralino and the top squark have similar masses.'
 Keywords: [susy, leptons, softlepton]
 BibKey: Sirunyan:2018iwl
 BibTeX: '@article{Sirunyan:2018iwl,
       author         = "Sirunyan, Albert M and others",
       title          = "{Search for new physics in events with two soft
                         oppositely charged leptons and missing transverse momentum
                         in proton-proton collisions at $\sqrt{s}=$ 13 TeV}",
       collaboration  = "CMS",
       journal        = "Phys. Lett.",
       volume         = "B782",
       year           = "2018",
       pages          = "440-467",
       doi            = "10.1016/j.physletb.2018.05.062",
       eprint         = "1801.01846",
       archivePrefix  = "arXiv",
       primaryClass   = "hep-ex",
       reportNumber   = "CERN-EP-2017-336, CMS-SUS-16-048",
       SLACcitation   = "%%CITATION = ARXIV:1801.01846;%%"
 }'