Update README.md

README.md

@@ -14,6 +14,8 @@ task_ids:
 
 # PharmaCoNER Corpus
 
+## Introduction
+
 This dataset is designed for the PharmaCoNER task, sponsored by Plan de Impulso de las Tecnologías del Lenguaje (Plan TL).
 
 It is a manually classified collection of clinical case studies derived from the Spanish Clinical Case Corpus (SPACCC), an open access electronic library that gathers Spanish medical publications from SciELO (Scientific Electronic Library Online).
@@ -55,13 +57,9 @@ If you use these resources in your work, please cite the following paper:
 
 https://zenodo.org/record/4270158#.YTnXP0MzY0F
 
-## Introduction
-
-TO DO: This is a dataset for Named Entity Recognition (NER) from...
-
 ### Supported Tasks and Leaderboards
 
-Named Entities Recognition, Language Model
+Named Entity Recognition
 
 ### Languages
 
@@ -69,11 +67,11 @@ ES - Spanish
 
 ### Directory structure
 
-* pharmaconer.py
-* dev.conll
-* test.conll
-* train.conll
 * README.md
+* pharmaconer.py
+* dev-set_1.1.conll
+* test-set_1.1.conll
+* train-set_1.1.conll
 
 ## Dataset Structure