chore: rename to validation to be more consistent

.gitattributes

@@ -52,6 +52,6 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.jpg filter=lfs diff=lfs merge=lfs -text
 *.jpeg filter=lfs diff=lfs merge=lfs -text
 *.webp filter=lfs diff=lfs merge=lfs -text
-dev.jsonl filter=lfs diff=lfs merge=lfs -text
+validation.jsonl filter=lfs diff=lfs merge=lfs -text
 test.jsonl filter=lfs diff=lfs merge=lfs -text
 train.jsonl filter=lfs diff=lfs merge=lfs -text

README.md

@@ -31,7 +31,7 @@ dataset_info:
     - name: train
       num_bytes: 1771712
       num_examples: 8300
-    - name: dev
+    - name: validation
       num_bytes: 217479
       num_examples: 1000
     - name: test
@@ -115,15 +115,15 @@ For each instance, there is:
 
 ### Data Splits
 
-Following SNLI, this dataset also has 3 splits: _train_, _dev_, and _test_. The original paper says this:
+Following SNLI, this dataset also has 3 splits: _train_, _validation_, and _test_. The original paper says this:
 ```aidl 
 RP and RH, each comprised of 3332 pairs in train, 400 in validation, and 800 in test, leading to a total of 6664 pairs in train, 800 in validation, and 1600 in test in the revised dataset.
 ```
-This means for _train_, there are 1666 original SNLI instances, and each has 4 counterfactual perturbations (from premise and hypothesis edit), leading to a total of 1666*5 = 8330 _train_ data points in this dataset. Similarly, _dev_ and _test_ has 200 and 400 original SNLI instances respectively, consequently 1000 and 2000 instances in total. 
+This means for _train_, there are 1666 original SNLI instances, and each has 4 counterfactual perturbations (from premise and hypothesis edit), leading to a total of 1666*5 = 8330 _train_ data points in this dataset. Similarly, _validation_ and _test_ has 200 and 400 original SNLI instances respectively, consequently 1000 and 2000 instances in total. 
 
 | Dataset Split | Number of Instances in Split |
 |---------------|------------------------------|
 | Train         | 8,330                        |
-| Dev           | 1,000                        |
+| Validation    | 1,000                        |
 | Test          | 2,000                        |