diff --git a/.hash b/.hash
index 177b39a..870564b 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,d759368
+year2/natural-language-processing,78fc3ff
diff --git a/year2/natural-language-processing/nlp.pdf b/year2/natural-language-processing/nlp.pdf
index c0d1378..08d4e66 100644
Binary files a/year2/natural-language-processing/nlp.pdf and b/year2/natural-language-processing/nlp.pdf differ