Datasets:
Tasks:
Token Classification
Sub-tasks:
coreference-resolution
Languages:
English
Size:
1K<n<10K
ArXiv:
License:
Update files from the datasets library (from 1.3.0)
Browse filesRelease notes: https://github.com/huggingface/datasets/releases/tag/1.3.0
README.md
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| 1 |
+
---
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| 2 |
+
---
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| 3 |
+
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| 4 |
+
# Dataset Card for "gap"
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| 5 |
+
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| 6 |
+
## Table of Contents
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| 7 |
+
- [Dataset Description](#dataset-description)
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| 8 |
+
- [Dataset Summary](#dataset-summary)
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| 9 |
+
- [Supported Tasks](#supported-tasks)
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| 10 |
+
- [Languages](#languages)
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| 11 |
+
- [Dataset Structure](#dataset-structure)
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| 12 |
+
- [Data Instances](#data-instances)
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| 13 |
+
- [Data Fields](#data-fields)
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| 14 |
+
- [Data Splits Sample Size](#data-splits-sample-size)
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| 15 |
+
- [Dataset Creation](#dataset-creation)
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| 16 |
+
- [Curation Rationale](#curation-rationale)
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| 17 |
+
- [Source Data](#source-data)
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| 18 |
+
- [Annotations](#annotations)
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| 19 |
+
- [Personal and Sensitive Information](#personal-and-sensitive-information)
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| 20 |
+
- [Considerations for Using the Data](#considerations-for-using-the-data)
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| 21 |
+
- [Social Impact of Dataset](#social-impact-of-dataset)
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| 22 |
+
- [Discussion of Biases](#discussion-of-biases)
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| 23 |
+
- [Other Known Limitations](#other-known-limitations)
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| 24 |
+
- [Additional Information](#additional-information)
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| 25 |
+
- [Dataset Curators](#dataset-curators)
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| 26 |
+
- [Licensing Information](#licensing-information)
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| 27 |
+
- [Citation Information](#citation-information)
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| 28 |
+
- [Contributions](#contributions)
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| 29 |
+
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| 30 |
+
## [Dataset Description](#dataset-description)
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| 31 |
+
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| 32 |
+
- **Homepage:** [https://github.com/google-research-datasets/gap-coreference](https://github.com/google-research-datasets/gap-coreference)
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| 33 |
+
- **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 34 |
+
- **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 35 |
+
- **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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| 36 |
+
- **Size of downloaded dataset files:** 2.29 MB
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| 37 |
+
- **Size of the generated dataset:** 2.32 MB
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| 38 |
+
- **Total amount of disk used:** 4.61 MB
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| 39 |
+
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| 40 |
+
### [Dataset Summary](#dataset-summary)
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| 41 |
+
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| 42 |
+
GAP is a gender-balanced dataset containing 8,908 coreference-labeled pairs of
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| 43 |
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(ambiguous pronoun, antecedent name), sampled from Wikipedia and released by
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Google AI Language for the evaluation of coreference resolution in practical
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| 45 |
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applications.
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| 46 |
+
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| 47 |
+
### [Supported Tasks](#supported-tasks)
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| 48 |
+
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| 49 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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| 50 |
+
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| 51 |
+
### [Languages](#languages)
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| 52 |
+
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| 53 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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| 54 |
+
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| 55 |
+
## [Dataset Structure](#dataset-structure)
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| 56 |
+
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| 57 |
+
We show detailed information for up to 5 configurations of the dataset.
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| 58 |
+
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| 59 |
+
### [Data Instances](#data-instances)
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| 60 |
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#### default
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| 62 |
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| 63 |
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- **Size of downloaded dataset files:** 2.29 MB
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| 64 |
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- **Size of the generated dataset:** 2.32 MB
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| 65 |
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- **Total amount of disk used:** 4.61 MB
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| 66 |
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An example of 'validation' looks as follows.
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```
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{
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"A": "aliquam ultrices sagittis",
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"A-coref": false,
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"A-offset": 208,
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"B": "elementum curabitur vitae",
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"B-coref": false,
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"B-offset": 435,
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"ID": "validation-1",
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"Pronoun": "condimentum mattis pellentesque",
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"Pronoun-offset": 948,
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"Text": "Lorem ipsum dolor",
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"URL": "sem fringilla ut"
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}
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```
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### [Data Fields](#data-fields)
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| 85 |
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The data fields are the same among all splits.
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#### default
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- `ID`: a `string` feature.
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- `Text`: a `string` feature.
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- `Pronoun`: a `string` feature.
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- `Pronoun-offset`: a `int32` feature.
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- `A`: a `string` feature.
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- `A-offset`: a `int32` feature.
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- `A-coref`: a `bool` feature.
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- `B`: a `string` feature.
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- `B-offset`: a `int32` feature.
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- `B-coref`: a `bool` feature.
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- `URL`: a `string` feature.
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### [Data Splits Sample Size](#data-splits-sample-size)
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| 102 |
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| name |train|validation|test|
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|-------|----:|---------:|---:|
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|default| 2000| 454|2000|
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+
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| 107 |
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## [Dataset Creation](#dataset-creation)
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| 108 |
+
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| 109 |
+
### [Curation Rationale](#curation-rationale)
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| 110 |
+
|
| 111 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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| 112 |
+
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| 113 |
+
### [Source Data](#source-data)
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| 114 |
+
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| 115 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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| 116 |
+
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| 117 |
+
### [Annotations](#annotations)
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| 118 |
+
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| 119 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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| 120 |
+
|
| 121 |
+
### [Personal and Sensitive Information](#personal-and-sensitive-information)
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| 122 |
+
|
| 123 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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| 124 |
+
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| 125 |
+
## [Considerations for Using the Data](#considerations-for-using-the-data)
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| 126 |
+
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| 127 |
+
### [Social Impact of Dataset](#social-impact-of-dataset)
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| 128 |
+
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| 129 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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| 130 |
+
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| 131 |
+
### [Discussion of Biases](#discussion-of-biases)
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| 132 |
+
|
| 133 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 134 |
+
|
| 135 |
+
### [Other Known Limitations](#other-known-limitations)
|
| 136 |
+
|
| 137 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 138 |
+
|
| 139 |
+
## [Additional Information](#additional-information)
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| 140 |
+
|
| 141 |
+
### [Dataset Curators](#dataset-curators)
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| 142 |
+
|
| 143 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 144 |
+
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| 145 |
+
### [Licensing Information](#licensing-information)
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| 146 |
+
|
| 147 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 148 |
+
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| 149 |
+
### [Citation Information](#citation-information)
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| 150 |
+
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| 151 |
+
```
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@article{DBLP:journals/corr/abs-1810-05201,
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| 154 |
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author = {Kellie Webster and
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| 155 |
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Marta Recasens and
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| 156 |
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Vera Axelrod and
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| 157 |
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Jason Baldridge},
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| 158 |
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title = {Mind the {GAP:} {A} Balanced Corpus of Gendered Ambiguous Pronouns},
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| 159 |
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journal = {CoRR},
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volume = {abs/1810.05201},
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| 161 |
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year = {2018},
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| 162 |
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url = {http://arxiv.org/abs/1810.05201},
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| 163 |
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archivePrefix = {arXiv},
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| 164 |
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eprint = {1810.05201},
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| 165 |
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timestamp = {Tue, 30 Oct 2018 20:39:56 +0100},
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| 166 |
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biburl = {https://dblp.org/rec/bib/journals/corr/abs-1810-05201},
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| 167 |
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bibsource = {dblp computer science bibliography, https://dblp.org}
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| 168 |
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}
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| 169 |
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```
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### Contributions
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| 174 |
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Thanks to [@thomwolf](https://github.com/thomwolf), [@patrickvonplaten](https://github.com/patrickvonplaten), [@otakumesi](https://github.com/otakumesi), [@lewtun](https://github.com/lewtun) for adding this dataset.
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