diff --git a/README.md b/README.md
index 640222b..34605bb 100644
--- a/README.md
+++ b/README.md
@@ -63,7 +63,7 @@ url_src /t url_tgt /t src /t tgt /t BiCleaner_score /t MAD_score
 
 ### Data used for extrinsic evaluation
 
-Data used for training of our NMT engines, apart from the open source baseline training data described in paper, can be found here:  <br/>
+Data used for training of our NMT engines, apart from the open source baseline training data described in the paper, can be found here:  <br/>
 http://www.crosslang.com/sites/crosslang/files/corpus_en_fr.gz <br/>
 http://www.crosslang.com/sites/crosslang/files/corpus_en_ga.gz <br/>