Vadim Alperovich
commited on
Commit
·
cc880bb
1
Parent(s):
233492b
Update QC.py
Browse files
QC.py
CHANGED
|
@@ -19,48 +19,48 @@ _TRAIN_DOWNLOAD_URL = "https://huggingface.co/datasets/vmalperovich/QC/raw/main/
|
|
| 19 |
_TEST_DOWNLOAD_URL = "https://huggingface.co/datasets/vmalperovich/QC/raw/main/test.csv"
|
| 20 |
|
| 21 |
|
| 22 |
-
CATEGORY_MAPPING = {
|
| 23 |
-
|
| 24 |
-
|
| 25 |
-
|
| 26 |
-
|
| 27 |
-
|
| 28 |
-
|
| 29 |
-
|
| 30 |
-
|
| 31 |
-
|
| 32 |
-
|
| 33 |
-
|
| 34 |
-
|
| 35 |
-
|
| 36 |
-
|
| 37 |
-
|
| 38 |
-
|
| 39 |
-
|
| 40 |
-
|
| 41 |
-
|
| 42 |
-
|
| 43 |
-
|
| 44 |
-
|
| 45 |
-
|
| 46 |
-
|
| 47 |
-
|
| 48 |
-
|
| 49 |
-
|
| 50 |
-
|
| 51 |
-
|
| 52 |
-
|
| 53 |
-
|
| 54 |
-
|
| 55 |
-
|
| 56 |
-
|
| 57 |
-
|
| 58 |
-
|
| 59 |
-
|
| 60 |
-
|
| 61 |
-
|
| 62 |
-
|
| 63 |
-
|
| 64 |
|
| 65 |
class AGNews(datasets.GeneratorBasedBuilder):
|
| 66 |
"""AG News topic classification dataset."""
|
|
@@ -71,7 +71,7 @@ class AGNews(datasets.GeneratorBasedBuilder):
|
|
| 71 |
features=datasets.Features(
|
| 72 |
{
|
| 73 |
"text": datasets.Value("string"),
|
| 74 |
-
"label": datasets.features.ClassLabel(names=list(CATEGORY_MAPPING.
|
| 75 |
}
|
| 76 |
),
|
| 77 |
homepage="https://cogcomp.seas.upenn.edu/Data/QA/QC/",
|
|
|
|
| 19 |
_TEST_DOWNLOAD_URL = "https://huggingface.co/datasets/vmalperovich/QC/raw/main/test.csv"
|
| 20 |
|
| 21 |
|
| 22 |
+
CATEGORY_MAPPING = {'LOC_city': 0,
|
| 23 |
+
'HUM_desc': 1,
|
| 24 |
+
'DESC_def': 2,
|
| 25 |
+
'NUM_date': 3,
|
| 26 |
+
'NUM_dist': 4,
|
| 27 |
+
'HUM_gr': 5,
|
| 28 |
+
'ENTY_plant': 6,
|
| 29 |
+
'DESC_reason': 7,
|
| 30 |
+
'HUM_ind': 8,
|
| 31 |
+
'NUM_weight': 9,
|
| 32 |
+
'NUM_other': 10,
|
| 33 |
+
'ENTY_substance': 11,
|
| 34 |
+
'LOC_other': 12,
|
| 35 |
+
'NUM_speed': 13,
|
| 36 |
+
'LOC_mount': 14,
|
| 37 |
+
'NUM_temp': 15,
|
| 38 |
+
'NUM_period': 16,
|
| 39 |
+
'NUM_count': 17,
|
| 40 |
+
'ENTY_animal': 18,
|
| 41 |
+
'DESC_desc': 19,
|
| 42 |
+
'ENTY_food': 20,
|
| 43 |
+
'LOC_state': 21,
|
| 44 |
+
'ENTY_termeq': 22,
|
| 45 |
+
'NUM_money': 23,
|
| 46 |
+
'ENTY_currency': 24,
|
| 47 |
+
'LOC_country': 25,
|
| 48 |
+
'ENTY_event': 26,
|
| 49 |
+
'ENTY_other': 27,
|
| 50 |
+
'DESC_manner': 28,
|
| 51 |
+
'ENTY_color': 29,
|
| 52 |
+
'ENTY_product': 30,
|
| 53 |
+
'HUM_title': 31,
|
| 54 |
+
'ENTY_body': 32,
|
| 55 |
+
'ENTY_veh': 33,
|
| 56 |
+
'ENTY_lang': 34,
|
| 57 |
+
'ENTY_instru': 35,
|
| 58 |
+
'ABBR_abb': 36,
|
| 59 |
+
'ABBR_exp': 37,
|
| 60 |
+
'ENTY_dismed': 38,
|
| 61 |
+
'NUM_perc': 39,
|
| 62 |
+
'ENTY_sport': 40,
|
| 63 |
+
'ENTY_techmeth': 41}
|
| 64 |
|
| 65 |
class AGNews(datasets.GeneratorBasedBuilder):
|
| 66 |
"""AG News topic classification dataset."""
|
|
|
|
| 71 |
features=datasets.Features(
|
| 72 |
{
|
| 73 |
"text": datasets.Value("string"),
|
| 74 |
+
"label": datasets.features.ClassLabel(names=list(CATEGORY_MAPPING.keys())),
|
| 75 |
}
|
| 76 |
),
|
| 77 |
homepage="https://cogcomp.seas.upenn.edu/Data/QA/QC/",
|