Commit
•
3e09f89
1
Parent(s):
e3ff21d
init
Browse files- glue-suite-v2.py +34 -0
glue-suite-v2.py
ADDED
|
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
from evaluate.evaluation_suite import SubTask
|
| 2 |
+
|
| 3 |
+
preprocessor = lambda x: x["text"].lower()
|
| 4 |
+
|
| 5 |
+
suite = [
|
| 6 |
+
SubTask(
|
| 7 |
+
data="imdb",
|
| 8 |
+
split="test",
|
| 9 |
+
data_preprocessor=preprocessor,
|
| 10 |
+
args_for_task={
|
| 11 |
+
"metric": "accuracy",
|
| 12 |
+
"input_column": "text",
|
| 13 |
+
"label_column": "label",
|
| 14 |
+
"label_mapping": {
|
| 15 |
+
"LABEL_0": 0.0,
|
| 16 |
+
"LABEL_1": 1.0
|
| 17 |
+
}
|
| 18 |
+
}
|
| 19 |
+
),
|
| 20 |
+
SubTask(
|
| 21 |
+
data="sst2",
|
| 22 |
+
split="test[:10]",
|
| 23 |
+
data_preprocessor=preprocessor,
|
| 24 |
+
args_for_task={
|
| 25 |
+
"metric": "accuracy",
|
| 26 |
+
"input_column": "sentence",
|
| 27 |
+
"label_column": "label",
|
| 28 |
+
"label_mapping": {
|
| 29 |
+
"LABEL_0": 0.0,
|
| 30 |
+
"LABEL_1": 1.0
|
| 31 |
+
}
|
| 32 |
+
}
|
| 33 |
+
)
|
| 34 |
+
]
|