Update README.md

README.md

@@ -52,6 +52,13 @@ f1 |95.1 |91.3
 precision |95.0 |90.7
 recall |95.3 |91.9
 
+
+{'test/avg_loss': 0.20585431158542633,
+ 'test/ent_type': 0.9276865720748901,
+ 'test/exact': 0.9118986129760742,
+ 'test/partial': 0.9356381297111511,
+ 'test/strict': 0.8921924233436584}
+
 ## Corpus details
 
 The corpus has the following classes and distribution in the train/valid/test splits:
@@ -75,6 +82,9 @@ The corpus has the following classes and distribution in the train/valid/test sp
 | WORK_OF_ART 	|  **1596**  	|  1157  	|  72.49  	|   176  	|  11.03  	|   263  	|  16.48  	|
 | EVENT       	|  **1102**  	|   826  	|  74.95  	|   107  	|   9.71  	|   169  	|  15.34  	|
 
+Dataset contains 31 BIO2 classes: ['O', 'B-PERSON', 'I-PERSON', 'B-ORG', 'I-ORG', 'B-GPE', 'I-GPE', 'B-LOC', 'I-LOC', 'B-NAT_REL_POL', 'I-NAT_REL_POL', 'B-EVENT', 'I-EVENT', 'B-LANGUAGE', 'I-LANGUAGE', 'B-WORK_OF_ART', 'I-WORK_OF_ART', 'B-DATETIME', 'I-DATETIME', 'B-PERIOD', 'I-PERIOD', 'B-MONEY', 'I-MONEY', 'B-QUANTITY', 'I-QUANTITY', 'B-NUMERIC', 'I-NUMERIC', 'B-ORDINAL', 'I-ORDINAL', 'B-FACILITY', 'I-FACILITY'].
+
+There are 16 classes: ['DATETIME', 'EVENT', 'FACILITY', 'GPE', 'LANGUAGE', 'LOC', 'MONEY', 'NAT_REL_POL', 'NUMERIC', 'O', 'ORDINAL', 'ORG', 'PERIOD', 'PERSON', 'QUANTITY', 'WORK_OF_ART']
 
 
 ### BibTeX entry and citation info