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 "break_data"
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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/allenai/Break](https://github.com/allenai/Break)
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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)
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| 34 |
+
- **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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| 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:** 76.16 MB
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| 37 |
+
- **Size of the generated dataset:** 148.34 MB
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| 38 |
+
- **Total amount of disk used:** 224.49 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 |
+
Break is a human annotated dataset of natural language questions and their Question Decomposition Meaning Representations
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| 43 |
+
(QDMRs). Break consists of 83,978 examples sampled from 10 question answering datasets over text, images and databases.
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| 44 |
+
This repository contains the Break dataset along with information on the exact data format.
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| 45 |
+
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| 46 |
+
### [Supported Tasks](#supported-tasks)
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| 47 |
+
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| 48 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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| 49 |
+
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| 50 |
+
### [Languages](#languages)
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| 51 |
+
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| 52 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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| 53 |
+
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| 54 |
+
## [Dataset Structure](#dataset-structure)
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| 55 |
+
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| 56 |
+
We show detailed information for up to 5 configurations of the dataset.
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| 57 |
+
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+
### [Data Instances](#data-instances)
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+
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| 60 |
+
#### QDMR
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| 61 |
+
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- **Size of downloaded dataset files:** 15.23 MB
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| 63 |
+
- **Size of the generated dataset:** 15.19 MB
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| 64 |
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- **Total amount of disk used:** 30.42 MB
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| 65 |
+
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| 66 |
+
An example of 'validation' looks as follows.
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| 67 |
+
```
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+
{
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+
"decomposition": "return flights ;return #1 from denver ;return #2 to philadelphia ;return #3 if available",
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| 70 |
+
"operators": "['select', 'filter', 'filter', 'filter']",
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| 71 |
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"question_id": "ATIS_dev_0",
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| 72 |
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"question_text": "what flights are available tomorrow from denver to philadelphia ",
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| 73 |
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"split": "dev"
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}
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| 75 |
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```
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| 76 |
+
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| 77 |
+
#### QDMR-high-level
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| 78 |
+
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| 79 |
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- **Size of downloaded dataset files:** 15.23 MB
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| 80 |
+
- **Size of the generated dataset:** 6.24 MB
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| 81 |
+
- **Total amount of disk used:** 21.47 MB
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| 82 |
+
|
| 83 |
+
An example of 'train' looks as follows.
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| 84 |
+
```
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| 85 |
+
{
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| 86 |
+
"decomposition": "return ground transportation ;return #1 which is available ;return #2 from the pittsburgh airport ;return #3 to downtown ;return the cost of #4",
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| 87 |
+
"operators": "['select', 'filter', 'filter', 'filter', 'project']",
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| 88 |
+
"question_id": "ATIS_dev_102",
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| 89 |
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"question_text": "what ground transportation is available from the pittsburgh airport to downtown and how much does it cost ",
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| 90 |
+
"split": "dev"
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| 91 |
+
}
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| 92 |
+
```
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| 93 |
+
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| 94 |
+
#### QDMR-high-level-lexicon
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| 95 |
+
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| 96 |
+
- **Size of downloaded dataset files:** 15.23 MB
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| 97 |
+
- **Size of the generated dataset:** 30.17 MB
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| 98 |
+
- **Total amount of disk used:** 45.40 MB
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| 99 |
+
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| 100 |
+
An example of 'train' looks as follows.
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| 101 |
+
```
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| 102 |
+
This example was too long and was cropped:
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| 103 |
+
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{
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| 105 |
+
"allowed_tokens": "\"['higher than', 'same as', 'what ', 'and ', 'than ', 'at most', 'he', 'distinct', 'House', 'two', 'at least', 'or ', 'date', 'o...",
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| 106 |
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"source": "What office, also held by a member of the Maine House of Representatives, did James K. Polk hold before he was president?"
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| 107 |
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}
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```
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+
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| 110 |
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#### QDMR-lexicon
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| 111 |
+
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| 112 |
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- **Size of downloaded dataset files:** 15.23 MB
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| 113 |
+
- **Size of the generated dataset:** 73.61 MB
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| 114 |
+
- **Total amount of disk used:** 88.84 MB
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| 115 |
+
|
| 116 |
+
An example of 'validation' looks as follows.
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| 117 |
+
```
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| 118 |
+
This example was too long and was cropped:
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| 119 |
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| 120 |
+
{
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"allowed_tokens": "\"['higher than', 'same as', 'what ', 'and ', 'than ', 'at most', 'distinct', 'two', 'at least', 'or ', 'date', 'on ', '@@14@@', ...",
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| 122 |
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"source": "what flights are available tomorrow from denver to philadelphia "
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}
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```
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#### logical-forms
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| 128 |
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- **Size of downloaded dataset files:** 15.23 MB
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| 129 |
+
- **Size of the generated dataset:** 23.13 MB
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| 130 |
+
- **Total amount of disk used:** 38.36 MB
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| 131 |
+
|
| 132 |
+
An example of 'train' looks as follows.
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| 133 |
+
```
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| 134 |
+
{
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| 135 |
+
"decomposition": "return ground transportation ;return #1 which is available ;return #2 from the pittsburgh airport ;return #3 to downtown ;return the cost of #4",
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| 136 |
+
"operators": "['select', 'filter', 'filter', 'filter', 'project']",
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| 137 |
+
"program": "some program",
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| 138 |
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"question_id": "ATIS_dev_102",
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| 139 |
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"question_text": "what ground transportation is available from the pittsburgh airport to downtown and how much does it cost ",
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| 140 |
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"split": "dev"
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| 141 |
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}
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| 142 |
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```
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| 143 |
+
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| 144 |
+
### [Data Fields](#data-fields)
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| 145 |
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| 146 |
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The data fields are the same among all splits.
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| 148 |
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#### QDMR
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- `question_id`: a `string` feature.
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| 150 |
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- `question_text`: a `string` feature.
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| 151 |
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- `decomposition`: a `string` feature.
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| 152 |
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- `operators`: a `string` feature.
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| 153 |
+
- `split`: a `string` feature.
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| 154 |
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| 155 |
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#### QDMR-high-level
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| 156 |
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- `question_id`: a `string` feature.
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| 157 |
+
- `question_text`: a `string` feature.
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| 158 |
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- `decomposition`: a `string` feature.
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| 159 |
+
- `operators`: a `string` feature.
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| 160 |
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- `split`: a `string` feature.
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| 161 |
+
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| 162 |
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#### QDMR-high-level-lexicon
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| 163 |
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- `source`: a `string` feature.
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| 164 |
+
- `allowed_tokens`: a `string` feature.
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| 165 |
+
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| 166 |
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#### QDMR-lexicon
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| 167 |
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- `source`: a `string` feature.
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| 168 |
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- `allowed_tokens`: a `string` feature.
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| 169 |
+
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| 170 |
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#### logical-forms
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| 171 |
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- `question_id`: a `string` feature.
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| 172 |
+
- `question_text`: a `string` feature.
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| 173 |
+
- `decomposition`: a `string` feature.
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| 174 |
+
- `operators`: a `string` feature.
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| 175 |
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- `split`: a `string` feature.
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| 176 |
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- `program`: a `string` feature.
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| 177 |
+
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### [Data Splits Sample Size](#data-splits-sample-size)
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| name |train|validation|test|
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|-----------------------|----:|---------:|---:|
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|QDMR |44321| 7760|8069|
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|QDMR-high-level |17503| 3130|3195|
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| 184 |
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|QDMR-high-level-lexicon|17503| 3130|3195|
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| 185 |
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|QDMR-lexicon |44321| 7760|8069|
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|logical-forms |44098| 7719|8006|
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| 187 |
+
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## [Dataset Creation](#dataset-creation)
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| 189 |
+
|
| 190 |
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### [Curation Rationale](#curation-rationale)
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| 191 |
+
|
| 192 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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| 193 |
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|
| 194 |
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### [Source Data](#source-data)
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| 195 |
+
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| 196 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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| 197 |
+
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| 198 |
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### [Annotations](#annotations)
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| 199 |
+
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| 200 |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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| 201 |
+
|
| 202 |
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### [Personal and Sensitive Information](#personal-and-sensitive-information)
|
| 203 |
+
|
| 204 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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| 205 |
+
|
| 206 |
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## [Considerations for Using the Data](#considerations-for-using-the-data)
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| 207 |
+
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| 208 |
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### [Social Impact of Dataset](#social-impact-of-dataset)
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| 209 |
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| 210 |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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| 211 |
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|
| 212 |
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### [Discussion of Biases](#discussion-of-biases)
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| 213 |
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| 214 |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 215 |
+
|
| 216 |
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### [Other Known Limitations](#other-known-limitations)
|
| 217 |
+
|
| 218 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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| 219 |
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| 220 |
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## [Additional Information](#additional-information)
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| 221 |
+
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| 222 |
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### [Dataset Curators](#dataset-curators)
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| 223 |
+
|
| 224 |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
| 225 |
+
|
| 226 |
+
### [Licensing Information](#licensing-information)
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| 227 |
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| 228 |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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| 230 |
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### [Citation Information](#citation-information)
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| 231 |
+
|
| 232 |
+
```
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| 233 |
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@article{Wolfson2020Break,
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| 234 |
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title={Break It Down: A Question Understanding Benchmark},
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| 235 |
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author={Wolfson, Tomer and Geva, Mor and Gupta, Ankit and Gardner, Matt and Goldberg, Yoav and Deutch, Daniel and Berant, Jonathan},
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journal={Transactions of the Association for Computational Linguistics},
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| 237 |
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year={2020},
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}
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```
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### Contributions
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| 244 |
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Thanks to [@patrickvonplaten](https://github.com/patrickvonplaten), [@lewtun](https://github.com/lewtun), [@thomwolf](https://github.com/thomwolf) for adding this dataset.
|