Dataset · Text generation
Calc-mawps
by NLP Centre, Faculty of Informatics, Masaryk University MU-NLPC/Calc-mawps
The dataset is a collection of simple math word problems focused on arithmetics. It is derived from. The main addition in this dataset variant is the chain column.
Dataset Card
By NLP Centre, Faculty of Informatics, Masaryk University, published under mit, revision 38c10053efea.
Dataset Card for Calc-MAWPS
Summary
The dataset is a collection of simple math word 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 to 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 outsource the computations in the reasoning chain to a calculator.
Data splits
Structure
default 2,649 rows
| Split | Rows | Size |
|---|---|---|
| train | 1,089 | 297.4 KB |
| validation | 1,040 | 285.4 KB |
| test | 520 | 142.7 KB |
original-splits 5,196 rows
| Split | Rows | Size |
|---|---|---|
| train | 3,636 | 1.0 MB |
| test | 520 | 142.7 KB |
| validation | 1,040 | 285.4 KB |
Details
- Repository
- MU-NLPC/Calc-mawps
- Publisher
- NLP Centre, Faculty of Informatics, Masaryk University
- Task category
- Text generation
- Tags
- math world problems, math, arithmetics
- Size category
- 1K<n<10K
- Languages
- en
- Revision
- 38c10053efeafd20ab6ff4e08c3ec17de26c19b7
- Last updated
- 2023-10-30
Files
9 files, 1.1 MB in total.
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| data/test-00000-of-00001-5a59f3fc4b0d9c98.parquet | Data | 65.5 KB | 2ef6313cb811 |
| data/train-00000-of-00001-4bb1451333aad61c.parquet | Data | 135.2 KB | 7a8dd8f7680b |
| data/validation-00000-of-00001-2ce28573971ca59f.parquet | Data | 128.7 KB | 9d2ca9e33d8e |
| original-splits/test-00000-of-00001-4f420cd8985debf1.parquet | Data | 65.5 KB | 2ef6313cb811 |
| original-splits/train-00000-of-00001-17c94e510c7854ad.parquet | Data | 436.4 KB | 379233ef8365 |
| original-splits/val-00000-of-00001-975313b7170ce834.parquet | Data | 128.7 KB | 83ed41eb2fbd |
| original-splits/validation-00000-of-00001-922998653ce13371.parquet | Data | 128.7 KB | 9d2ca9e33d8e |
| README.md | Documentation | 5.9 KB | — |
| .gitattributes | Repository | 2.3 KB | — |
License and Download
- License
- mit
- Access
- No access gate
Released by NLP Centre, Faculty of Informatics, Masaryk University through its official repository on Hugging Face. Read the license.