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Release notes: https://github.com/huggingface/datasets/releases/tag/1.3.0

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+ ---
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+ ---
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+
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+ # Dataset Card for "break_data"
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+
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+ ## Table of Contents
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+ - [Dataset Description](#dataset-description)
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+ - [Dataset Summary](#dataset-summary)
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+ - [Supported Tasks](#supported-tasks)
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+ - [Languages](#languages)
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+ - [Dataset Structure](#dataset-structure)
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+ - [Data Instances](#data-instances)
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+ - [Data Fields](#data-fields)
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+ - [Data Splits Sample Size](#data-splits-sample-size)
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+ - [Dataset Creation](#dataset-creation)
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+ - [Curation Rationale](#curation-rationale)
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+ - [Source Data](#source-data)
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+ - [Annotations](#annotations)
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+ - [Personal and Sensitive Information](#personal-and-sensitive-information)
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+ - [Considerations for Using the Data](#considerations-for-using-the-data)
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+ - [Social Impact of Dataset](#social-impact-of-dataset)
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+ - [Discussion of Biases](#discussion-of-biases)
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+ - [Other Known Limitations](#other-known-limitations)
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+ - [Additional Information](#additional-information)
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+ - [Dataset Curators](#dataset-curators)
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+ - [Licensing Information](#licensing-information)
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+ - [Citation Information](#citation-information)
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+ - [Contributions](#contributions)
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+
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+ ## [Dataset Description](#dataset-description)
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+
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+ - **Homepage:** [https://github.com/allenai/Break](https://github.com/allenai/Break)
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+ - **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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+ - **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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+ - **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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+ - **Size of downloaded dataset files:** 76.16 MB
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+ - **Size of the generated dataset:** 148.34 MB
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+ - **Total amount of disk used:** 224.49 MB
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+
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+ ### [Dataset Summary](#dataset-summary)
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+
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+ Break is a human annotated dataset of natural language questions and their Question Decomposition Meaning Representations
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+ (QDMRs). Break consists of 83,978 examples sampled from 10 question answering datasets over text, images and databases.
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+ This repository contains the Break dataset along with information on the exact data format.
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+
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+ ### [Supported Tasks](#supported-tasks)
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+
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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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+
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+ ### [Languages](#languages)
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+
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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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+
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+ ## [Dataset Structure](#dataset-structure)
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+
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+ We show detailed information for up to 5 configurations of the dataset.
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+
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+ ### [Data Instances](#data-instances)
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+
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+ #### QDMR
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+
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+ - **Size of downloaded dataset files:** 15.23 MB
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+ - **Size of the generated dataset:** 15.19 MB
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+ - **Total amount of disk used:** 30.42 MB
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+
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+ An example of 'validation' looks as follows.
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+ ```
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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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+ "operators": "['select', 'filter', 'filter', 'filter']",
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+ "question_id": "ATIS_dev_0",
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+ "question_text": "what flights are available tomorrow from denver to philadelphia ",
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+ "split": "dev"
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+ }
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+ ```
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+
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+ #### QDMR-high-level
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+
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+ - **Size of downloaded dataset files:** 15.23 MB
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+ - **Size of the generated dataset:** 6.24 MB
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+ - **Total amount of disk used:** 21.47 MB
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+
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+ An example of 'train' looks as follows.
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+ ```
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+ {
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+ "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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+ "operators": "['select', 'filter', 'filter', 'filter', 'project']",
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+ "question_id": "ATIS_dev_102",
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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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+ "split": "dev"
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+ }
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+ ```
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+
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+ #### QDMR-high-level-lexicon
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+
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+ - **Size of downloaded dataset files:** 15.23 MB
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+ - **Size of the generated dataset:** 30.17 MB
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+ - **Total amount of disk used:** 45.40 MB
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+
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+ An example of 'train' looks as follows.
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+ ```
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+ This example was too long and was cropped:
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+
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+ {
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+ "allowed_tokens": "\"['higher than', 'same as', 'what ', 'and ', 'than ', 'at most', 'he', 'distinct', 'House', 'two', 'at least', 'or ', 'date', 'o...",
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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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+ }
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+ ```
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+
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+ #### QDMR-lexicon
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+
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+ - **Size of downloaded dataset files:** 15.23 MB
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+ - **Size of the generated dataset:** 73.61 MB
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+ - **Total amount of disk used:** 88.84 MB
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+
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+ An example of 'validation' looks as follows.
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+ ```
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+ This example was too long and was cropped:
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+
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+ {
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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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+ "source": "what flights are available tomorrow from denver to philadelphia "
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+ }
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+ ```
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+
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+ #### logical-forms
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+
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+ - **Size of downloaded dataset files:** 15.23 MB
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+ - **Size of the generated dataset:** 23.13 MB
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+ - **Total amount of disk used:** 38.36 MB
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+
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+ An example of 'train' looks as follows.
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+ ```
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+ {
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+ "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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+ "operators": "['select', 'filter', 'filter', 'filter', 'project']",
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+ "program": "some program",
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+ "question_id": "ATIS_dev_102",
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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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+ "split": "dev"
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+ }
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+ ```
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+
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+ ### [Data Fields](#data-fields)
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+
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+ The data fields are the same among all splits.
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+
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+ #### QDMR
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+ - `question_id`: a `string` feature.
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+ - `question_text`: a `string` feature.
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+ - `decomposition`: a `string` feature.
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+ - `operators`: a `string` feature.
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+ - `split`: a `string` feature.
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+
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+ #### QDMR-high-level
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+ - `question_id`: a `string` feature.
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+ - `question_text`: a `string` feature.
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+ - `decomposition`: a `string` feature.
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+ - `operators`: a `string` feature.
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+ - `split`: a `string` feature.
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+
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+ #### QDMR-high-level-lexicon
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+ - `source`: a `string` feature.
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+ - `allowed_tokens`: a `string` feature.
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+
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+ #### QDMR-lexicon
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+ - `source`: a `string` feature.
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+ - `allowed_tokens`: a `string` feature.
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+
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+ #### logical-forms
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+ - `question_id`: a `string` feature.
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+ - `question_text`: a `string` feature.
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+ - `decomposition`: a `string` feature.
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+ - `operators`: a `string` feature.
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+ - `split`: a `string` feature.
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+ - `program`: a `string` feature.
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+
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+ ### [Data Splits Sample Size](#data-splits-sample-size)
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+
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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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+ |QDMR-high-level-lexicon|17503| 3130|3195|
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+ |QDMR-lexicon |44321| 7760|8069|
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+ |logical-forms |44098| 7719|8006|
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+
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+ ## [Dataset Creation](#dataset-creation)
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+
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+ ### [Curation Rationale](#curation-rationale)
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+
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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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+
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+ ### [Source Data](#source-data)
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+
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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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+
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+ ### [Annotations](#annotations)
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+
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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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+
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+ ### [Personal and Sensitive Information](#personal-and-sensitive-information)
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+
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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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+
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+ ## [Considerations for Using the Data](#considerations-for-using-the-data)
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+
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+ ### [Social Impact of Dataset](#social-impact-of-dataset)
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+
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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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+
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+ ### [Discussion of Biases](#discussion-of-biases)
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+
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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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+
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+ ### [Other Known Limitations](#other-known-limitations)
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+
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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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+
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+ ## [Additional Information](#additional-information)
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+
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+ ### [Dataset Curators](#dataset-curators)
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+
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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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+
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+ ### [Licensing Information](#licensing-information)
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+
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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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+
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+ ### [Citation Information](#citation-information)
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+
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+ ```
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+ @article{Wolfson2020Break,
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+ title={Break It Down: A Question Understanding Benchmark},
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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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+ year={2020},
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+ }
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+
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+ ```
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+
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+
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+ ### Contributions
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+
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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.