diff --git a/.hash b/.hash
index 870564b..58efe1a 100644
--- a/.hash
+++ b/.hash
@@ -17,4 +17,4 @@ year2/artificial-intelligence-in-industry,a89d800
 year2/big-data-analytics-and-text-mining/module1,368d88d
 year2/big-data-analytics-and-text-mining/module2,368d88d
 year2/machine-learning-for-computer-vision,a419d93
-year2/natural-language-processing,78fc3ff
+year2/natural-language-processing,6b9393a
diff --git a/year2/natural-language-processing/nlp.pdf b/year2/natural-language-processing/nlp.pdf
index 08d4e66..f0286a0 100644
Binary files a/year2/natural-language-processing/nlp.pdf and b/year2/natural-language-processing/nlp.pdf differ