Create README.md
Browse files
README.md
ADDED
|
@@ -0,0 +1,38 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
language:
|
| 3 |
+
- en
|
| 4 |
+
license: odc-by
|
| 5 |
+
task_categories:
|
| 6 |
+
- text-classification
|
| 7 |
+
---
|
| 8 |
+
# c4-en-lowercase
|
| 9 |
+
|
| 10 |
+
A 125 000-row subset of the [C4 dataset](https://huggingface.co/datasets/allenai/c4)'s English configuration, divided into:
|
| 11 |
+
- train: 100 000 rows
|
| 12 |
+
- validation: 25 000 rows
|
| 13 |
+
|
| 14 |
+
Each row contains:
|
| 15 |
+
- `text`: Original text
|
| 16 |
+
- `lowercased`: Lowercase version of text
|
| 17 |
+
|
| 18 |
+
## Data Instance Example
|
| 19 |
+
|
| 20 |
+
```json
|
| 21 |
+
{
|
| 22 |
+
"text": "Graduate from Cambridge University, currently doing my masters in International Politics and Economics at LSE.",
|
| 23 |
+
"lowercased": "graduate from cambridge university, currently doing my masters in international politics and economics at lse."
|
| 24 |
+
}
|
| 25 |
+
```
|
| 26 |
+
|
| 27 |
+
## Supported Tasks
|
| 28 |
+
|
| 29 |
+
- Studying capitalization patterns
|
| 30 |
+
- Text normalization
|
| 31 |
+
- Case-insensitive text analysis
|
| 32 |
+
|
| 33 |
+
## Limitations
|
| 34 |
+
|
| 35 |
+
- May contain web-crawled text biases
|
| 36 |
+
- English language content
|
| 37 |
+
- Small sample size
|
| 38 |
+
- Not thoroughly shuffled
|