Upload README.md with huggingface_hub
Browse files
README.md
ADDED
|
@@ -0,0 +1,97 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: apache-2.0
|
| 3 |
+
---
|
| 4 |
+
|
| 5 |
+
# Dataset Card for "gap"
|
| 6 |
+
|
| 7 |
+
## Dataset Description
|
| 8 |
+
|
| 9 |
+
- **Homepage:** [https://github.com/google-research-datasets/gap-coreference](https://github.com/google-research-datasets/gap-coreference)
|
| 10 |
+
- **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 11 |
+
- **Paper:** [Mind the GAP: A Balanced Corpus of Gendered Ambiguous Pronouns](https://arxiv.org/abs/1810.05201)
|
| 12 |
+
- **Point of Contact:** [gap-coreference@google.com](mailto:gap-coreference@google.com)
|
| 13 |
+
- **Size of downloaded dataset files:** 2.40 MB
|
| 14 |
+
- **Size of the generated dataset:** 2.43 MB
|
| 15 |
+
- **Total amount of disk used:** 4.83 MB
|
| 16 |
+
|
| 17 |
+
### Dataset Summary
|
| 18 |
+
|
| 19 |
+
GAP is a gender-balanced dataset containing 8,908 coreference-labeled pairs of
|
| 20 |
+
(ambiguous pronoun, antecedent name), sampled from Wikipedia and released by
|
| 21 |
+
Google AI Language for the evaluation of coreference resolution in practical
|
| 22 |
+
applications.
|
| 23 |
+
|
| 24 |
+
## Dataset Structure
|
| 25 |
+
|
| 26 |
+
### Data Instances
|
| 27 |
+
|
| 28 |
+
#### default
|
| 29 |
+
|
| 30 |
+
- **Size of downloaded dataset files:** 2.40 MB
|
| 31 |
+
- **Size of the generated dataset:** 2.43 MB
|
| 32 |
+
- **Total amount of disk used:** 4.83 MB
|
| 33 |
+
|
| 34 |
+
An example of 'validation' looks as follows.
|
| 35 |
+
```
|
| 36 |
+
{
|
| 37 |
+
"A": "aliquam ultrices sagittis",
|
| 38 |
+
"A-coref": false,
|
| 39 |
+
"A-offset": 208,
|
| 40 |
+
"B": "elementum curabitur vitae",
|
| 41 |
+
"B-coref": false,
|
| 42 |
+
"B-offset": 435,
|
| 43 |
+
"ID": "validation-1",
|
| 44 |
+
"Pronoun": "condimentum mattis pellentesque",
|
| 45 |
+
"Pronoun-offset": 948,
|
| 46 |
+
"Text": "Lorem ipsum dolor",
|
| 47 |
+
"URL": "sem fringilla ut"
|
| 48 |
+
}
|
| 49 |
+
```
|
| 50 |
+
|
| 51 |
+
### Data Fields
|
| 52 |
+
|
| 53 |
+
The data fields are the same among all splits.
|
| 54 |
+
|
| 55 |
+
#### default
|
| 56 |
+
- `ID`: a `string` feature.
|
| 57 |
+
- `Text`: a `string` feature.
|
| 58 |
+
- `Pronoun`: a `string` feature.
|
| 59 |
+
- `Pronoun-offset`: a `int32` feature.
|
| 60 |
+
- `A`: a `string` feature.
|
| 61 |
+
- `A-offset`: a `int32` feature.
|
| 62 |
+
- `A-coref`: a `bool` feature.
|
| 63 |
+
- `B`: a `string` feature.
|
| 64 |
+
- `B-offset`: a `int32` feature.
|
| 65 |
+
- `B-coref`: a `bool` feature.
|
| 66 |
+
- `URL`: a `string` feature.
|
| 67 |
+
|
| 68 |
+
### Data Splits
|
| 69 |
+
|
| 70 |
+
| name |train|validation|test|
|
| 71 |
+
|-------|----:|---------:|---:|
|
| 72 |
+
|default| 2000| 454|2000|
|
| 73 |
+
|
| 74 |
+
|
| 75 |
+
### Citation Information
|
| 76 |
+
|
| 77 |
+
```
|
| 78 |
+
@article{webster-etal-2018-mind,
|
| 79 |
+
title = "Mind the {GAP}: A Balanced Corpus of Gendered Ambiguous Pronouns",
|
| 80 |
+
author = "Webster, Kellie and
|
| 81 |
+
Recasens, Marta and
|
| 82 |
+
Axelrod, Vera and
|
| 83 |
+
Baldridge, Jason",
|
| 84 |
+
journal = "Transactions of the Association for Computational Linguistics",
|
| 85 |
+
volume = "6",
|
| 86 |
+
year = "2018",
|
| 87 |
+
address = "Cambridge, MA",
|
| 88 |
+
publisher = "MIT Press",
|
| 89 |
+
url = "https://aclanthology.org/Q18-1042",
|
| 90 |
+
doi = "10.1162/tacl_a_00240",
|
| 91 |
+
pages = "605--617",
|
| 92 |
+
}
|
| 93 |
+
```
|
| 94 |
+
|
| 95 |
+
### Contributions
|
| 96 |
+
|
| 97 |
+
Modified from dataset added by [@thomwolf](https://github.com/thomwolf), [@patrickvonplaten](https://github.com/patrickvonplaten), [@otakumesi](https://github.com/otakumesi), [@lewtun](https://github.com/lewtun)
|