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+ ---
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+ ---
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+
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+ # Dataset Card for "math_dataset"
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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/deepmind/mathematics_dataset](https://github.com/deepmind/mathematics_dataset)
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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:** 124600.07 MB
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+ - **Size of the generated dataset:** 8656.79 MB
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+ - **Total amount of disk used:** 133256.87 MB
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+
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+ ### [Dataset Summary](#dataset-summary)
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+
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+ Mathematics database.
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+
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+ This dataset code generates mathematical question and answer pairs,
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+ from a range of question types at roughly school-level difficulty.
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+ This is designed to test the mathematical learning and algebraic
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+ reasoning skills of learning models.
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+
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+ Original paper: Analysing Mathematical Reasoning Abilities of Neural Models
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+ (Saxton, Grefenstette, Hill, Kohli).
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+
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+ Example usage:
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+ train_examples, val_examples = datasets.load_dataset(
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+ 'math_dataset/arithmetic__mul',
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+ split=['train', 'test'],
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+ as_supervised=True)
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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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+ #### algebra__linear_1d
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+
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+ - **Size of downloaded dataset files:** 2225.00 MB
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+ - **Size of the generated dataset:** 88.31 MB
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+ - **Total amount of disk used:** 2313.31 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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+ ```
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+
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+ #### algebra__linear_1d_composed
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+
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+ - **Size of downloaded dataset files:** 2225.00 MB
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+ - **Size of the generated dataset:** 191.29 MB
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+ - **Total amount of disk used:** 2416.29 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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+ ```
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+
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+ #### algebra__linear_2d
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+
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+ - **Size of downloaded dataset files:** 2225.00 MB
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+ - **Size of the generated dataset:** 121.51 MB
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+ - **Total amount of disk used:** 2346.51 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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+ ```
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+
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+ #### algebra__linear_2d_composed
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+
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+ - **Size of downloaded dataset files:** 2225.00 MB
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+ - **Size of the generated dataset:** 224.68 MB
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+ - **Total amount of disk used:** 2449.68 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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+ ```
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+
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+ #### algebra__polynomial_roots
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+
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+ - **Size of downloaded dataset files:** 2225.00 MB
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+ - **Size of the generated dataset:** 156.41 MB
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+ - **Total amount of disk used:** 2381.41 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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+ ```
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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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+ #### algebra__linear_1d
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+ - `question`: a `string` feature.
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+ - `answer`: a `string` feature.
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+
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+ #### algebra__linear_1d_composed
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+ - `question`: a `string` feature.
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+ - `answer`: a `string` feature.
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+
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+ #### algebra__linear_2d
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+ - `question`: a `string` feature.
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+ - `answer`: a `string` feature.
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+
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+ #### algebra__linear_2d_composed
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+ - `question`: a `string` feature.
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+ - `answer`: a `string` feature.
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+
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+ #### algebra__polynomial_roots
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+ - `question`: a `string` feature.
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+ - `answer`: 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 |test |
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+ |---------------------------|------:|----:|
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+ |algebra__linear_1d |1999998|10000|
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+ |algebra__linear_1d_composed|1999998|10000|
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+ |algebra__linear_2d |1999998|10000|
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+ |algebra__linear_2d_composed|1999998|10000|
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+ |algebra__polynomial_roots |1999998|10000|
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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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+
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+ @article{2019arXiv,
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+ author = {Saxton, Grefenstette, Hill, Kohli},
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+ title = {Analysing Mathematical Reasoning Abilities of Neural Models},
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+ year = {2019},
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+ journal = {arXiv:1904.01557}
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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.