README

process.py

@@ -117,8 +117,8 @@ def get_training_data():
         positive_pairs_tra = positive_pairs[int(len(positive_pairs) * validation_ratio):]
 
         shuffle(negative_pairs)
-        negative_pairs_val = positive_pairs[:int(len(negative_pairs) * validation_ratio)]
-        negative_pairs_tra = positive_pairs[int(len(negative_pairs) * validation_ratio):]
+        negative_pairs_val = negative_pairs[:int(len(negative_pairs) * validation_ratio)]
+        negative_pairs_tra = negative_pairs[int(len(negative_pairs) * validation_ratio):]
 
         relation_pairs_1st += [{
             "positives": positive_pairs_tra, "negatives": negative_pairs_tra, "relation_type": p, "level": "parent"
@@ -143,8 +143,8 @@ def get_training_data():
         positive_pairs_tra = positive_pairs[int(len(positive_pairs) * validation_ratio):]
 
         shuffle(negative_pairs)
-        negative_pairs_val = positive_pairs[:int(len(negative_pairs) * validation_ratio)]
-        negative_pairs_tra = positive_pairs[int(len(negative_pairs) * validation_ratio):]
+        negative_pairs_val = negative_pairs[:int(len(negative_pairs) * validation_ratio)]
+        negative_pairs_tra = negative_pairs[int(len(negative_pairs) * validation_ratio):]
 
         relation_pairs_2nd += [{
             "positives": positive_pairs_tra, "negatives": negative_pairs_tra, "relation_type": p, "level": "child"

semeval2012_relational_similarity_v4.py

@@ -5,7 +5,7 @@ import datasets
 logger = datasets.logging.get_logger(__name__)
 _DESCRIPTION = """[SemEVAL 2012 task 2: Relational Similarity](https://aclanthology.org/S12-1047/)"""
 _NAME = "semeval2012_relational_similarity_v4"
-_VERSION = "1.1.0"
+_VERSION = "1.1.1"
 _CITATION = """
 @inproceedings{jurgens-etal-2012-semeval,
     title = "{S}em{E}val-2012 Task 2: Measuring Degrees of Relational Similarity",