Update README.md

README.md

@@ -21,9 +21,10 @@ Train: wpb=2142, num_updates=380, accuracy=85.8, loss=0.00\
 | epoch 001 | train accuracy=85.8%, train loss=0.00\
 | epoch 001 | valid accuracy=88.3%, valid loss=0.00
 
-We have to change the loss function... It seems to be a problem...
-You can evaluate the performance of our model by writing the following example:
-"google chrome before 18. 0. 1025. 142 does not properly validate the renderer's navigation requests, which has unspecified impact and remote attack vectors."
+We have to change the loss function... It seems to be a problem...\
+
+**You can evaluate the performance of our model by writing the following example:**
+*"google chrome before 18. 0. 1025. 142 does not properly validate the renderer's navigation requests, which has unspecified impact and remote attack vectors."*
 
 The result should be similar to:
 ['B-vendor', 'B-application', 'B-version', 'I-version', 'I-version', 'I-version', 'I-version', 'I-version', 'I-version', 'I-version', 'I-version', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-relevant_term', 'O', 'O', 'O', 'O', 'O', 'O', 'B-relevant_term', 'B-relevant_term', 'O', 'O']