Add normalized NumGLUE dataset
Browse files- README.md +124 -0
- data/all/test.parquet +3 -0
- data/all/train.parquet +3 -0
- data/all/validation.parquet +3 -0
- data/type_1/test.parquet +3 -0
- data/type_1/train.parquet +3 -0
- data/type_1/validation.parquet +3 -0
- data/type_2/test.parquet +3 -0
- data/type_2/train.parquet +3 -0
- data/type_2/validation.parquet +3 -0
- data/type_3/test.parquet +3 -0
- data/type_3/train.parquet +3 -0
- data/type_3/validation.parquet +3 -0
- data/type_4/test.parquet +3 -0
- data/type_4/train.parquet +3 -0
- data/type_4/validation.parquet +3 -0
- data/type_5/test.parquet +3 -0
- data/type_5/train.parquet +3 -0
- data/type_5/validation.parquet +3 -0
- data/type_6/test.parquet +3 -0
- data/type_6/train.parquet +3 -0
- data/type_6/validation.parquet +3 -0
- data/type_7/test.parquet +3 -0
- data/type_7/train.parquet +3 -0
- data/type_7/validation.parquet +3 -0
- data/type_8/test.parquet +3 -0
- data/type_8/train.parquet +3 -0
- data/type_8/validation.parquet +3 -0
README.md
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---
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license: apache-2.0
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language:
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- en
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pretty_name: NumGLUE
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configs:
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- config_name: all
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default: true
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data_files:
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- split: train
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path: data/all/train.parquet
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- split: validation
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path: data/all/validation.parquet
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- split: test
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path: data/all/test.parquet
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- config_name: type_1
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data_files:
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- split: train
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path: data/type_1/train.parquet
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- split: validation
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path: data/type_1/validation.parquet
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- split: test
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path: data/type_1/test.parquet
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- config_name: type_2
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data_files:
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- split: train
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path: data/type_2/train.parquet
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- split: validation
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path: data/type_2/validation.parquet
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- split: test
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path: data/type_2/test.parquet
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- config_name: type_3
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data_files:
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- split: train
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path: data/type_3/train.parquet
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- split: validation
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path: data/type_3/validation.parquet
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- split: test
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path: data/type_3/test.parquet
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- config_name: type_4
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data_files:
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- split: train
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path: data/type_4/train.parquet
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- split: validation
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path: data/type_4/validation.parquet
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- split: test
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path: data/type_4/test.parquet
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- config_name: type_5
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data_files:
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- split: train
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path: data/type_5/train.parquet
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- split: validation
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path: data/type_5/validation.parquet
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- split: test
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path: data/type_5/test.parquet
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- config_name: type_6
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data_files:
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- split: train
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path: data/type_6/train.parquet
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- split: validation
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path: data/type_6/validation.parquet
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- split: test
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path: data/type_6/test.parquet
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- config_name: type_7
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data_files:
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- split: train
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path: data/type_7/train.parquet
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- split: validation
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path: data/type_7/validation.parquet
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- split: test
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path: data/type_7/test.parquet
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- config_name: type_8
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data_files:
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- split: train
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path: data/type_8/train.parquet
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- split: validation
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path: data/type_8/validation.parquet
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- split: test
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path: data/type_8/test.parquet
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---
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# NumGLUE
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This repository republishes `metaeval/num-glue` in a normalized Parquet layout for convenient loading from Hugging Face Datasets.
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The default `all` config contains every example from the original train, dev, and test files. The `type_1` through `type_8` configs expose each original NumGLUE type separately with the same column schema as `all`.
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## Usage
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```python
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from datasets import load_dataset
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dataset = load_dataset("tasksource/num-glue")
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type_5 = load_dataset("tasksource/num-glue", "type_5")
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```
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## Columns
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- `id`: deterministic row id built from split and source row index.
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- `type`: original NumGLUE type label, from `Type_1` to `Type_8`.
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- `question`, `passage`, `statement1`, `statement2`, `options`, `option1`, `option2`: normalized input fields. Missing source fields are null.
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- `answer`: simple string answer for direct use.
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- `answer_json`: exact JSON serialization of the original `answer` value.
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- `answer_type`: original JSON answer type (`int`, `str`, or `dict`).
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Original `NumGLUE_dev.json` is exposed as the Hugging Face `validation` split.
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## Split Sizes
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| config | train | validation | test |
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|---|---:|---:|---:|
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| all | 71,281 | 10,185 | 10,583 |
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| type_1 | 282 | 41 | 81 |
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| type_2 | 1,131 | 164 | 325 |
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| type_3 | 564 | 81 | 162 |
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| type_4 | 770 | 110 | 220 |
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| type_5 | 37,949 | 5,421 | 4,835 |
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| type_6 | 22,908 | 3,272 | 3,015 |
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| type_7 | 6,791 | 970 | 1,691 |
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| type_8 | 886 | 126 | 254 |
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## Source
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Source files were read from `metaeval/num-glue`: `NumGLUE_train.json`, `NumGLUE_dev.json`, and `NumGLUE_test.json`.
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data/all/test.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:cb65ed02affb78037ac0ac85233715ee5e31e431b741053642e124084b9e8ea9
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size 2923222
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data/all/train.parquet
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version https://git-lfs.github.com/spec/v1
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size 45351613
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data/all/validation.parquet
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version https://git-lfs.github.com/spec/v1
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size 1050878
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data/type_1/test.parquet
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version https://git-lfs.github.com/spec/v1
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size 15891
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data/type_1/train.parquet
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version https://git-lfs.github.com/spec/v1
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size 29066
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data/type_1/validation.parquet
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version https://git-lfs.github.com/spec/v1
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size 11230
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data/type_2/test.parquet
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version https://git-lfs.github.com/spec/v1
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data/type_2/train.parquet
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version https://git-lfs.github.com/spec/v1
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data/type_2/validation.parquet
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version https://git-lfs.github.com/spec/v1
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data/type_3/test.parquet
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version https://git-lfs.github.com/spec/v1
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data/type_3/train.parquet
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version https://git-lfs.github.com/spec/v1
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size 53516
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data/type_3/validation.parquet
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size 12661
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data/type_4/test.parquet
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data/type_4/train.parquet
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data/type_4/validation.parquet
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data/type_5/train.parquet
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data/type_5/validation.parquet
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data/type_6/train.parquet
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data/type_6/validation.parquet
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data/type_7/test.parquet
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size 134764
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data/type_7/train.parquet
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size 648485
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data/type_7/validation.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8b0d57bd39e241d2690d6233fb38529bf697c50b16f811a5b6ad751ff6e791bc
|
| 3 |
+
size 77283
|
data/type_8/test.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1d97863f1c0fa6abe77601a131ad0c2070b1c178eaf6ba903c1a2d1cfe7332f2
|
| 3 |
+
size 32659
|
data/type_8/train.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:436635d2b43ee958d182b917f05e948d5f72ea3427f2af8e852dd8ff3ea8d8cc
|
| 3 |
+
size 95249
|
data/type_8/validation.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8d30b3b64a17d5de12e38ad2b07763b7463af9c67069f5da53f73eb9a6476353
|
| 3 |
+
size 20394
|