update name change
Browse files
README.md
CHANGED
@@ -3,13 +3,13 @@ annotations_creators:
|
|
3 |
- no-annotation
|
4 |
language_creators:
|
5 |
- found
|
6 |
-
|
7 |
- en
|
8 |
license:
|
9 |
- apache-2.0
|
10 |
multilinguality:
|
11 |
- monolingual
|
12 |
-
pretty_name:
|
13 |
size_categories:
|
14 |
- 100K<n<1M
|
15 |
source_datasets: []
|
@@ -39,7 +39,7 @@ task_ids:
|
|
39 |
---
|
40 |
|
41 |
|
42 |
-
# Dataset Card for "
|
43 |
|
44 |
## Table of Contents
|
45 |
- [Dataset Description](#dataset-description)
|
@@ -66,83 +66,83 @@ task_ids:
|
|
66 |
|
67 |
## Dataset Description
|
68 |
|
69 |
-
- **Homepage:** https://ethanperez.net/
|
70 |
- **Repository:** https://github.com/JunShern/few-shot-adaptation
|
71 |
-
- **Paper:**
|
72 |
- **Point of Contact:** junshern@nyu.edu, perez@nyu.edu
|
73 |
|
74 |
### Dataset Summary
|
75 |
|
76 |
-
The
|
77 |
|
78 |
There are several dataset versions available:
|
79 |
|
80 |
-
* [
|
81 |
-
|
82 |
-
* [
|
83 |
-
|
84 |
-
* [
|
85 |
-
|
86 |
-
*
|
87 |
-
* [
|
88 |
-
* [
|
89 |
-
* [
|
90 |
-
|
91 |
-
*
|
92 |
-
* [
|
93 |
-
* [
|
94 |
-
* [
|
95 |
-
* [
|
96 |
-
* [
|
97 |
-
* [
|
98 |
-
* [
|
99 |
-
* [
|
100 |
-
* [
|
101 |
-
*
|
102 |
-
* [
|
103 |
-
* [
|
104 |
-
*
|
105 |
-
* [
|
106 |
-
*
|
107 |
-
* [
|
108 |
-
* [
|
109 |
-
* [
|
110 |
-
*
|
111 |
-
* [
|
112 |
-
|
113 |
-
|
114 |
-
*
|
115 |
-
* [
|
116 |
-
* [
|
117 |
-
* [
|
118 |
-
* [
|
119 |
-
* [
|
120 |
-
* [
|
121 |
-
* [
|
122 |
-
* [
|
123 |
-
* [
|
124 |
-
* [
|
125 |
-
* [
|
126 |
-
* [
|
127 |
-
* [
|
128 |
-
* [
|
129 |
-
* [
|
130 |
-
* [
|
131 |
-
* [
|
132 |
-
* [
|
133 |
-
* [
|
134 |
-
* [
|
135 |
-
* [
|
136 |
-
* [
|
137 |
-
* [
|
138 |
-
* [
|
139 |
-
* [
|
140 |
-
* [
|
141 |
-
* [
|
142 |
-
* [
|
143 |
-
* [
|
144 |
-
* [
|
145 |
-
* [
|
146 |
|
147 |
### Supported Tasks and Leaderboards
|
148 |
|
@@ -182,7 +182,7 @@ There are also additional meta-data fields such as 'pageTitle', 'title', 'output
|
|
182 |
|
183 |
### Data Splits
|
184 |
|
185 |
-
The
|
186 |
|
187 |
## Dataset Creation
|
188 |
|
@@ -204,7 +204,8 @@ The dataset is extracted from [WDC Web Table Corpora](http://webdatacommons.org/
|
|
204 |
|
205 |
#### Annotation process
|
206 |
|
207 |
-
Manual annotation was only carried out for the [
|
|
|
208 |
|
209 |
#### Who are the annotators?
|
210 |
|
@@ -239,10 +240,10 @@ Apache 2.0
|
|
239 |
### Citation Information
|
240 |
|
241 |
```
|
242 |
-
@misc{https://ethanperez.net/
|
243 |
author = {Chan, Jun Shern and Pieler, Michael and Jao, Jonathan and Scheurer, Jérémy and Perez, Ethan},
|
244 |
-
title = {
|
245 |
publisher = {arXiv},
|
246 |
year = {2022},
|
247 |
}
|
248 |
-
```
|
|
|
3 |
- no-annotation
|
4 |
language_creators:
|
5 |
- found
|
6 |
+
language:
|
7 |
- en
|
8 |
license:
|
9 |
- apache-2.0
|
10 |
multilinguality:
|
11 |
- monolingual
|
12 |
+
pretty_name: UnpredicTable-unique
|
13 |
size_categories:
|
14 |
- 100K<n<1M
|
15 |
source_datasets: []
|
|
|
39 |
---
|
40 |
|
41 |
|
42 |
+
# Dataset Card for "UnpredicTable-unique" - Dataset of Few-shot Tasks from Tables
|
43 |
|
44 |
## Table of Contents
|
45 |
- [Dataset Description](#dataset-description)
|
|
|
66 |
|
67 |
## Dataset Description
|
68 |
|
69 |
+
- **Homepage:** https://ethanperez.net/unpredictable
|
70 |
- **Repository:** https://github.com/JunShern/few-shot-adaptation
|
71 |
+
- **Paper:** Few-shot Adaptation Works with UnpredicTable Data
|
72 |
- **Point of Contact:** junshern@nyu.edu, perez@nyu.edu
|
73 |
|
74 |
### Dataset Summary
|
75 |
|
76 |
+
The UnpredicTable dataset consists of web tables formatted as few-shot tasks for fine-tuning language models to improve their few-shot performance.
|
77 |
|
78 |
There are several dataset versions available:
|
79 |
|
80 |
+
* [UnpredicTable-full](https://huggingface.co/datasets/MicPie/unpredictable_full): Starting from the initial WTC corpus of 50M tables, we apply our tables-to-tasks procedure to produce our resulting dataset, [UnpredicTable-full](https://huggingface.co/datasets/MicPie/unpredictable_full), which comprises 413,350 tasks from 23,744 unique websites.
|
81 |
+
|
82 |
+
* [UnpredicTable-unique](https://huggingface.co/datasets/MicPie/unpredictable_unique): This is the same as [UnpredicTable-full](https://huggingface.co/datasets/MicPie/unpredictable_full) but filtered to have a maximum of one task per website. [UnpredicTable-unique](https://huggingface.co/datasets/MicPie/unpredictable_unique) contains exactly 23,744 tasks from 23,744 websites.
|
83 |
+
|
84 |
+
* [UnpredicTable-5k](https://huggingface.co/datasets/MicPie/unpredictable_5k): This dataset contains 5k random tables from the full dataset.
|
85 |
+
|
86 |
+
* UnpredicTable data subsets based on a manual human quality rating (please see our publication for details of the ratings):
|
87 |
+
* [UnpredicTable-rated-low](https://huggingface.co/datasets/MicPie/unpredictable_rated-low)
|
88 |
+
* [UnpredicTable-rated-medium](https://huggingface.co/datasets/MicPie/unpredictable_rated-medium)
|
89 |
+
* [UnpredicTable-rated-high](https://huggingface.co/datasets/MicPie/unpredictable_rated-high)
|
90 |
+
|
91 |
+
* UnpredicTable data subsets based on the website of origin:
|
92 |
+
* [UnpredicTable-baseball-fantasysports-yahoo-com](https://huggingface.co/datasets/MicPie/unpredictable_baseball-fantasysports-yahoo-com)
|
93 |
+
* [UnpredicTable-bulbapedia-bulbagarden-net](https://huggingface.co/datasets/MicPie/unpredictable_bulbapedia-bulbagarden-net)
|
94 |
+
* [UnpredicTable-cappex-com](https://huggingface.co/datasets/MicPie/unpredictable_cappex-com)
|
95 |
+
* [UnpredicTable-cram-com](https://huggingface.co/datasets/MicPie/unpredictable_cram-com)
|
96 |
+
* [UnpredicTable-dividend-com](https://huggingface.co/datasets/MicPie/unpredictable_dividend-com)
|
97 |
+
* [UnpredicTable-dummies-com](https://huggingface.co/datasets/MicPie/unpredictable_dummies-com)
|
98 |
+
* [UnpredicTable-en-wikipedia-org](https://huggingface.co/datasets/MicPie/unpredictable_en-wikipedia-org)
|
99 |
+
* [UnpredicTable-ensembl-org](https://huggingface.co/datasets/MicPie/unpredictable_ensembl-org)
|
100 |
+
* [UnpredicTable-gamefaqs-com](https://huggingface.co/datasets/MicPie/unpredictable_gamefaqs-com)
|
101 |
+
* [UnpredicTable-mgoblog-com](https://huggingface.co/datasets/MicPie/unpredictable_mgoblog-com)
|
102 |
+
* [UnpredicTable-mmo-champion-com](https://huggingface.co/datasets/MicPie/unpredictable_mmo-champion-com)
|
103 |
+
* [UnpredicTable-msdn-microsoft-com](https://huggingface.co/datasets/MicPie/unpredictable_msdn-microsoft-com)
|
104 |
+
* [UnpredicTable-phonearena-com](https://huggingface.co/datasets/MicPie/unpredictable_phonearena-com)
|
105 |
+
* [UnpredicTable-sittercity-com](https://huggingface.co/datasets/MicPie/unpredictable_sittercity-com)
|
106 |
+
* [UnpredicTable-sporcle-com](https://huggingface.co/datasets/MicPie/unpredictable_sporcle-com)
|
107 |
+
* [UnpredicTable-studystack-com](https://huggingface.co/datasets/MicPie/unpredictable_studystack-com)
|
108 |
+
* [UnpredicTable-support-google-com](https://huggingface.co/datasets/MicPie/unpredictable_support-google-com)
|
109 |
+
* [UnpredicTable-w3-org](https://huggingface.co/datasets/MicPie/unpredictable_w3-org)
|
110 |
+
* [UnpredicTable-wiki-openmoko-org](https://huggingface.co/datasets/MicPie/unpredictable_wiki-openmoko-org)
|
111 |
+
* [UnpredicTable-wkdu-org](https://huggingface.co/datasets/MicPie/unpredictable_wkdu-org)
|
112 |
+
|
113 |
+
|
114 |
+
* UnpredicTable data subsets based on clustering (for the clustering details please see our publication):
|
115 |
+
* [UnpredicTable-cluster00](https://huggingface.co/datasets/MicPie/unpredictable_cluster00)
|
116 |
+
* [UnpredicTable-cluster01](https://huggingface.co/datasets/MicPie/unpredictable_cluster01)
|
117 |
+
* [UnpredicTable-cluster02](https://huggingface.co/datasets/MicPie/unpredictable_cluster02)
|
118 |
+
* [UnpredicTable-cluster03](https://huggingface.co/datasets/MicPie/unpredictable_cluster03)
|
119 |
+
* [UnpredicTable-cluster04](https://huggingface.co/datasets/MicPie/unpredictable_cluster04)
|
120 |
+
* [UnpredicTable-cluster05](https://huggingface.co/datasets/MicPie/unpredictable_cluster05)
|
121 |
+
* [UnpredicTable-cluster06](https://huggingface.co/datasets/MicPie/unpredictable_cluster06)
|
122 |
+
* [UnpredicTable-cluster07](https://huggingface.co/datasets/MicPie/unpredictable_cluster07)
|
123 |
+
* [UnpredicTable-cluster08](https://huggingface.co/datasets/MicPie/unpredictable_cluster08)
|
124 |
+
* [UnpredicTable-cluster09](https://huggingface.co/datasets/MicPie/unpredictable_cluster09)
|
125 |
+
* [UnpredicTable-cluster10](https://huggingface.co/datasets/MicPie/unpredictable_cluster10)
|
126 |
+
* [UnpredicTable-cluster11](https://huggingface.co/datasets/MicPie/unpredictable_cluster11)
|
127 |
+
* [UnpredicTable-cluster12](https://huggingface.co/datasets/MicPie/unpredictable_cluster12)
|
128 |
+
* [UnpredicTable-cluster13](https://huggingface.co/datasets/MicPie/unpredictable_cluster13)
|
129 |
+
* [UnpredicTable-cluster14](https://huggingface.co/datasets/MicPie/unpredictable_cluster14)
|
130 |
+
* [UnpredicTable-cluster15](https://huggingface.co/datasets/MicPie/unpredictable_cluster15)
|
131 |
+
* [UnpredicTable-cluster16](https://huggingface.co/datasets/MicPie/unpredictable_cluster16)
|
132 |
+
* [UnpredicTable-cluster17](https://huggingface.co/datasets/MicPie/unpredictable_cluster17)
|
133 |
+
* [UnpredicTable-cluster18](https://huggingface.co/datasets/MicPie/unpredictable_cluster18)
|
134 |
+
* [UnpredicTable-cluster19](https://huggingface.co/datasets/MicPie/unpredictable_cluster19)
|
135 |
+
* [UnpredicTable-cluster20](https://huggingface.co/datasets/MicPie/unpredictable_cluster20)
|
136 |
+
* [UnpredicTable-cluster21](https://huggingface.co/datasets/MicPie/unpredictable_cluster21)
|
137 |
+
* [UnpredicTable-cluster22](https://huggingface.co/datasets/MicPie/unpredictable_cluster22)
|
138 |
+
* [UnpredicTable-cluster23](https://huggingface.co/datasets/MicPie/unpredictable_cluster23)
|
139 |
+
* [UnpredicTable-cluster24](https://huggingface.co/datasets/MicPie/unpredictable_cluster24)
|
140 |
+
* [UnpredicTable-cluster25](https://huggingface.co/datasets/MicPie/unpredictable_cluster25)
|
141 |
+
* [UnpredicTable-cluster26](https://huggingface.co/datasets/MicPie/unpredictable_cluster26)
|
142 |
+
* [UnpredicTable-cluster27](https://huggingface.co/datasets/MicPie/unpredictable_cluster27)
|
143 |
+
* [UnpredicTable-cluster28](https://huggingface.co/datasets/MicPie/unpredictable_cluster28)
|
144 |
+
* [UnpredicTable-cluster29](https://huggingface.co/datasets/MicPie/unpredictable_cluster29)
|
145 |
+
* [UnpredicTable-cluster-noise](https://huggingface.co/datasets/MicPie/unpredictable_cluster-noise)
|
146 |
|
147 |
### Supported Tasks and Leaderboards
|
148 |
|
|
|
182 |
|
183 |
### Data Splits
|
184 |
|
185 |
+
The UnpredicTable datasets do not come with additional data splits.
|
186 |
|
187 |
## Dataset Creation
|
188 |
|
|
|
204 |
|
205 |
#### Annotation process
|
206 |
|
207 |
+
Manual annotation was only carried out for the [UnpredicTable-rated-low](https://huggingface.co/datasets/MicPie/unpredictable_rated-low),
|
208 |
+
[UnpredicTable-rated-medium](https://huggingface.co/datasets/MicPie/unpredictable_rated-medium), and [UnpredicTable-rated-high](https://huggingface.co/datasets/MicPie/unpredictable_rated-high) data subsets to rate task quality. Detailed instructions of the annotation instructions can be found in our publication.
|
209 |
|
210 |
#### Who are the annotators?
|
211 |
|
|
|
240 |
### Citation Information
|
241 |
|
242 |
```
|
243 |
+
@misc{https://ethanperez.net/unpredictable,
|
244 |
author = {Chan, Jun Shern and Pieler, Michael and Jao, Jonathan and Scheurer, Jérémy and Perez, Ethan},
|
245 |
+
title = {Few-shot Adaptation Works with UnpredicTable Data},
|
246 |
publisher = {arXiv},
|
247 |
year = {2022},
|
248 |
}
|
249 |
+
```
|
data/{adaptable_unique.jsonl → unpredictable_unique.jsonl}
RENAMED
File without changes
|
adaptable_unique.py → unpredictable_unique.py
RENAMED
@@ -11,7 +11,7 @@
|
|
11 |
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
12 |
# See the License for the specific language governing permissions and
|
13 |
# limitations under the License.
|
14 |
-
"""This loads the
|
15 |
|
16 |
import json
|
17 |
import os
|
@@ -21,30 +21,25 @@ import datasets
|
|
21 |
|
22 |
|
23 |
_CITATION = """\
|
24 |
-
@misc{https://ethanperez.net/
|
25 |
-
author = {Chan, Jun Shern and Pieler, Michael and Jao, Jonathan and Scheurer, Jérémy and Perez, Ethan},
|
26 |
-
title = {Exploring Few-Shot Adaptation of Language Models with Tables},
|
27 |
-
publisher = {arXiv},
|
28 |
-
year = {2022},
|
29 |
-
}
|
30 |
"""
|
31 |
|
32 |
_DESCRIPTION = """\
|
33 |
-
The
|
34 |
"""
|
35 |
|
36 |
-
_HOMEPAGE = "https://ethanperez.net/
|
37 |
|
38 |
_LICENSE = "Apache 2.0"
|
39 |
|
40 |
-
_URL = "https://huggingface.co/datasets/MicPie/
|
41 |
|
42 |
logger = datasets.logging.get_logger(__name__)
|
43 |
|
44 |
|
45 |
-
class
|
46 |
"""
|
47 |
-
The
|
48 |
"""
|
49 |
|
50 |
VERSION = datasets.Version("1.0.0")
|
@@ -94,4 +89,4 @@ class AdapTableUnique(datasets.GeneratorBasedBuilder):
|
|
94 |
"outputColName": data["outputColName"],
|
95 |
"url": data["url"],
|
96 |
"wdcFile": data["wdcFile"],
|
97 |
-
}
|
|
|
11 |
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
12 |
# See the License for the specific language governing permissions and
|
13 |
# limitations under the License.
|
14 |
+
"""This loads the UnpredicTable-unique dataset."""
|
15 |
|
16 |
import json
|
17 |
import os
|
|
|
21 |
|
22 |
|
23 |
_CITATION = """\
|
24 |
+
@misc{https://ethanperez.net/unpredictable, author = {Chan, Jun Shern and Pieler, Michael and Jao, Jonathan and Scheurer, Jérémy and Perez, Ethan}, title = {Exploring Few-Shot Adaptation of Language Models with Tables}, publisher = {arXiv}, year = {2022}}
|
|
|
|
|
|
|
|
|
|
|
25 |
"""
|
26 |
|
27 |
_DESCRIPTION = """\
|
28 |
+
The UnpredicTable dataset consists of web tables formatted as few-shot tasks for fine-tuning language models to improve their few-shot performance. For more details please see the accompanying dataset card.
|
29 |
"""
|
30 |
|
31 |
+
_HOMEPAGE = "https://ethanperez.net/unpredictable"
|
32 |
|
33 |
_LICENSE = "Apache 2.0"
|
34 |
|
35 |
+
_URL = "https://huggingface.co/datasets/MicPie/unpredictable_unique/resolve/main/data/unpredictable_unique.jsonl"
|
36 |
|
37 |
logger = datasets.logging.get_logger(__name__)
|
38 |
|
39 |
|
40 |
+
class UnpredicTable(datasets.GeneratorBasedBuilder):
|
41 |
"""
|
42 |
+
The UnpredicTable dataset consists of web tables formatted as few-shot tasks for fine-tuning language models to improve their few-shot performance. For more details please see the accompanying dataset card.
|
43 |
"""
|
44 |
|
45 |
VERSION = datasets.Version("1.0.0")
|
|
|
89 |
"outputColName": data["outputColName"],
|
90 |
"url": data["url"],
|
91 |
"wdcFile": data["wdcFile"],
|
92 |
+
}
|