Fix tiny bug (#740)

* add FewCLUE 9 datasets

* fix a bug for tnews

Author: tianxin

examples/few_shot/README.md

@@ -11,7 +11,7 @@ Few-Shot Learning 旨在研究如何从少量有监督的训练样本中学习
 | 算法 | 预训练模型  | Score  | eprstmt  | bustm  | ocnli  | csldcp  | tnews  |  cluewsc | iflytek | csl | chid |
 | ------------ | ------------ | ------------ | ------------ | ------------ | ------------ | ------------ | ------------ | ------------ |------------ | ------------ | ---------- |
 | P-tuning  | ERNIE1.0  | 55.70 | 83.28  | 63.43  | 35.36  | 60.54  | 50.02  | 54.51  | 50.14 | 54.93 | 41.16 |
-| EFL       | ERNIE1.0  | 54.47 | 84.10  | 60.10  | 35.12  | 56.61  | 57.31  | 53.59  | 46.37 | 61.21 | 43.16 |
+| EFL       | ERNIE1.0  | 54.47 | 84.10  | 60.10  | 35.12  | 56.61  | 56.57  | 53.59  | 46.37 | 61.21 | 36.56 |
 
 ## 策略库
 - [P-tuning](./p-tuning)

examples/few_shot/efl/data.py

@@ -199,10 +199,9 @@ def _create_examples(self, datasets, phase, task_label_description):
         """Creates examples for the training and dev sets."""
 
         examples = []
-
         if phase == "train":
             for example in datasets:
-                true_label = example["label"]
+                true_label = str(example["label"])
                 neg_examples = []
                 for label, label_description in task_label_description.items():
                     new_example = dict()

examples/few_shot/efl/train.py

@@ -104,7 +104,7 @@ def parse_args():
     parser.add_argument(
         '--save_steps',
         type=int,
-        default=10000,
+        default=100000,
         help="Inteval steps to save checkpoint")
     return parser.parse_args()
 
@@ -276,4 +276,4 @@ def do_train():
 
 if __name__ == "__main__":
     args = parse_args()
-    do_train()
+    do_train()