randomize answer

shuffle_candidates.py

@@ -0,0 +1,25 @@
+import json
+from glob import glob
+from random import shuffle, seed
+
+target = ['nell_relational_similarity', 'conceptnet_relational_similarity', 't_rex_relational_similarity']
+
+for t in target:
+    for i in glob(f"dataset/{t}/*.jsonl"):
+        with open(i) as f:
+            tmp = [json.loads(x) for x in f.read().split('\n') if len(x) > 0]
+        for n, y in enumerate(tmp):
+            answer_original = y['choice'][y['answer']]
+            choice = y['choice']
+            seed(n)
+            shuffle(choice)
+            index = list(range(len(y['choice'])))
+            seed(n)
+            shuffle(index)
+            answer = index.index(y['answer'])
+            assert answer_original == choice[answer]
+            y['choice'] = choice
+            y['answer'] = answer
+
+        with open(i, 'w') as f:
+            f.write("\n".join([json.dumps(x) for x in tmp]))