diff --git a/Manuscript/GW-srDFT.tex b/Manuscript/GW-srDFT.tex
index 5b9d81c..24027a2 100644
--- a/Manuscript/GW-srDFT.tex
+++ b/Manuscript/GW-srDFT.tex
@@ -409,6 +409,10 @@ Moreover, the infinitesimal $\eta$ has been set to zero.
 \label{sec:res}
 %%%%%%%%%%%%%%%%%%%%%%%%
 
+In this section, we study a subset of atoms and molecules from the GW100 test set.
+In particular, we study the 20 smallest molecules of the GW100 set, a subset that we label as GW20.
+We also study the five canonical nucleobases (adenine, cytosine, thymine, guanine and uracil) which are also part of the GW100 test set. 
+
 %%% TABLE I %%%
 \begin{squeezetable}
 \begin{table*}
@@ -550,7 +554,7 @@ The deviation with respect to the {\GOWO}@PBE/def2-TQZVP extrapolated values are
 \begin{figure*}
 	\includegraphics[width=\linewidth]{DNA}
 	\caption{
-	Error (in eV) with respect to the {\GOWO}@PBE/def2-TQZVP extrapolated values in the IPs of the five canonical nucleobases (adenine, cytosine, thymine, guanine and uracil) computed at the {\GOWO}@PBE level of theory for various basis sets.
+	Error (in eV) with respect to the {\GOWO}@PBE/def2-TQZVP extrapolated values fort the IPs of the five canonical nucleobases (adenine, cytosine, thymine, guanine and uracil) computed at the {\GOWO}@PBE level of theory for various basis sets.
 	\label{fig:DNA}
 	}
 \end{figure*}
diff --git a/References/Sham_1983.pdf b/References/Sham_1983.pdf
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