Update EpiSet4NER-v2.py

EpiSet4NER-v2.py

@@ -34,11 +34,11 @@ _CITATION = """\
 
 _DESCRIPTION = """\
 **REWRITE*
-EpiSet4NER is a dataset generated from 620 rare disease abstracts labeled using statistical and rule-base methods. The test set was then manually corrected by a rare disease expert.
+EpiSet4NER-2 is a dataset generated from 620 rare disease abstracts labeled using statistical and rule-base methods. 
 For more details see *INSERT PAPER* and https://github.com/ncats/epi4GARD/tree/master/EpiExtract4GARD#epiextract4gard
 """
 
-_URL = "https://github.com/NCATS/epi4GARD/raw/master/EpiExtract4GARD/datasets/EpiCustomV3/"
+_URL = "https://github.com/ncats/epi4GARD/blob/master/epi_extract_datasets/datasets/epi_gold/"
 _TRAINING_FILE = "train.tsv"
 _VAL_FILE = "val.tsv"
 _TEST_FILE = "test.tsv"
@@ -59,7 +59,7 @@ class EpiSet(datasets.GeneratorBasedBuilder):
     """EpiSet4NER by GARD."""
 
     BUILDER_CONFIGS = [
-        EpiSetConfig(name="EpiSet4NER", version=datasets.Version("3.2.1"), description="EpiSet4NER by NIH NCATS GARD"),
+        EpiSetConfig(name="EpiSet4NER", version=datasets.Version("4.0"), description="EpiSet4NER by NIH NCATS GARD"),
     ]
 
     def _info(self):
@@ -73,12 +73,22 @@ class EpiSet(datasets.GeneratorBasedBuilder):
                         datasets.features.ClassLabel(
                             names=[
                                 "O", #(0)
-                                "B-LOC", #(1)
-                                "I-LOC", #(2)
-                                "B-EPI", #(3)
-                                "I-EPI", #(4)
-                                "B-STAT", #(5)
-                                "I-STAT", #(6)
+                                "B-DIS", #(1)
+                                "I-DIS", #(2)
+                                "B-ABRV", #(3)
+                                "I-ABRV", #(4)
+                                "B-EPI", #(5)
+                                "I-EPI", #(6)
+                                "B-STAT", #(7)
+                                "I-STAT", #(8)
+                                "B-LOC", #(9)
+                                "I-LOC", #(10)
+                                "B-DATE", #(11)
+                                "I-DATE", #(12)
+                                "B-SEX", #(13)
+                                "I-SEX", #(14)
+                                "B-ETHN", #(15)
+                                "I-ETHN", #(16)
                             ]
                         )
                     ),