Update README.md

README.md

@@ -38,13 +38,12 @@ It achieves the following results on the evaluation set:
 Multilingual Named Entity Recognition across several languages
 
 
-For this project's token classification, I built a unique custom model head. 
-WikiANN or PAN-X.2, a subset of the Cross-lingual TRansfer Evaluation of Multilingual
+For this project's token classification, I built a unique custom model head and the 
+WikiANN or PAN-X.2, which is a subset of the Cross-lingual TRansfer Evaluation of Multilingual
 Encoders (XTREME) benchmark, was applied. This project was completed for a customer based
 in switzerland, where the four languages that are most frequently spoken are 
 German (62.9% of articles), French (22.9%), Italian (8.4%), and English (5.9%).
-Each article is tagged with "inside-outside-beginning" (IOB2) tags for LOC (place),
-PER (person), and ORG (organization).
+
 
 ## Intended uses & limitations