---
language:
- en
- ar
license: mit
size_categories:
- 1K<n<10K
task_categories:
- text-generation
tags:
- math world problems
- math
- arithmetics
dataset_info:
- config_name: default
  features:
  - name: id
    dtype: string
  - name: question
    dtype: string
  - name: chain
    dtype: string
  - name: result
    dtype: string
  - name: result_float
    dtype: float64
  - name: equation
    dtype: string
  - name: expression
    dtype: string
  splits:
  - name: test
    num_bytes: 142648
    num_examples: 520
  - name: train
    num_bytes: 1000546
    num_examples: 3636
  - name: validation
    num_bytes: 285321
    num_examples: 1040
  download_size: 630589
  dataset_size: 1428515
- config_name: original-splits
  features:
  - name: id
    dtype: string
  - name: question
    dtype: string
  - name: chain
    dtype: string
  - name: result
    dtype: string
  - name: result_float
    dtype: float64
  - name: equation
    dtype: string
  - name: expression
    dtype: string
  splits:
  - name: train
    num_bytes: 1000546
    num_examples: 3636
  - name: test
    num_bytes: 142648
    num_examples: 520
  - name: validation
    num_bytes: 285321
    num_examples: 1040
  download_size: 128730
  dataset_size: 1428515
configs:
- config_name: default
  data_files:
  - split: test
    path: data/test-*
  - split: train
    path: data/train-*
  - split: validation
    path: data/validation-*
- config_name: original-splits
  data_files:
  - split: train
    path: original-splits/train-*
  - split: test
    path: original-splits/test-*
  - split: validation
    path: original-splits/validation-*
---


# Dataset Card for Calc-MAWPS


## Summary

The dataset is a collection of simple math world problems focused on arithmetics. It is derived from <https://huggingface.co/datasets/omarxadel/MaWPS-ar>.

The main addition in this dataset variant is the `chain` column. It was created by converting the solution to a simple html-like language that can be easily
parsed (e.g. by BeautifulSoup). The data contains 3 types of tags:

- gadget: A tag whose content is intended to be evaluated by calling an external tool (sympy-based calculator in this case)
- output: An output of the external tool
- result: The final answer of the mathematical problem (a number)


##  Supported Tasks

This variant of the dataset is intended for training Chain-of-Thought reasoning models able to use external tools to enhance the factuality of their responses.
This dataset presents in-context scenarios where models can out-source the computations in the reasoning chain to a calculator.


## Attributes:

- `question`: problem description in English
- `question_arabic`: problem description in Arabic
- `chain`: series of simple operations (derived from `expression`) that lead to the solution
- `result`: the solution for x as a number or fraction (string)
- `result_float`: same as `result` but converted to a float
- `equation`: equation that needs to be solved for `x` to obtain the result. Usually in a form of "x = ..." but not always.
- `expression`: arithmetic expression derived from `equation` that solves it for `x`


## Content and data splits

Both are consistent with the original source dataset.


## Licence

MIT, consistent with the original source dataset linked above.


## Related work

If you are interested in related datasets (or models), check out the MU-NLPC organization here on HuggingFace. We have released a few other datasets in a compatible format, and several models that use external calculator during inference.


## Cite

If you use this version of dataset in research, please cite the original [MAWPS paper](https://aclanthology.org/N16-1136/).
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