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AAAI2021/paper.tex

@@ -184,14 +184,14 @@
   compositionality \emph{naturally}, i.e., without deliberately handcrafted
   inductions. 
   
-  In this paper, \note{we are the first to successfully achieve high compositional
-  symbolic language} in a \emph{natural} manner without handcrafted inductions.
+  In this paper, we are the first to successfully achieve high compositional
+  symbolic language in a \emph{natural} manner without handcrafted inductions.
   Initially, by investigating the emerged symbolic
   language after removing the \emph{deliberately handcrafted}
   inductions, we observe the difficulty in naturally generating high compositional
   symbolic language.
   %the agent capacity plays a key role in compositionality.
-  Further we reveal and characterize the \note{quantitative relationship}
+  Further we reveal and characterize the quantitative relationship
   between the agent capacity and the compositionality of symbolic language, with
   a novel mutual information-based metric for more reasonable measuring the compositionality. 
   % both theoretically and experimentally.
@@ -204,8 +204,8 @@
   %With a novel mutual information-based metric for the compositionality, 
   The experimental results lead to a counter-intuitive conclusion that lower agent
   capacity facilitates the emergence of symbolic language with higher
-  compositionality. \note{Based on our conclusion, we can generate higher
-  compositional symbolic language with a higher probability.}
+  compositionality. Based on our conclusion, we can generate higher
+  compositional symbolic language with a higher probability.
 
 
 %  The natural emergence of symbolic languages with high compositionality has