Update README.md
Browse files
README.md
CHANGED
@@ -58,15 +58,61 @@ configs:
|
|
58 |
- split: test
|
59 |
path: original-splits/test-*
|
60 |
---
|
|
|
|
|
|
|
|
|
61 |
# Dataset Card for "Calc-asdiv_a"
|
62 |
|
63 |
-
TBD
|
64 |
|
65 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
66 |
|
67 |
## Cite
|
68 |
|
69 |
-
If you use this dataset in research, please cite the original [ASDiv paper](https://aclanthology.org/2020.acl-main.92) and [Calc-X collection](https://arxiv.org/abs/2305.15017) as follows:
|
70 |
|
71 |
```bibtex
|
72 |
@inproceedings{kadlcik-etal-2023-soft,
|
|
|
58 |
- split: test
|
59 |
path: original-splits/test-*
|
60 |
---
|
61 |
+
|
62 |
+
|
63 |
+
|
64 |
+
|
65 |
# Dataset Card for "Calc-asdiv_a"
|
66 |
|
|
|
67 |
|
68 |
+
## Summary
|
69 |
+
|
70 |
+
The dataset is a collection of simple math word problems focused on arithmetics. It is derived from the arithmetic subset of ASDiv ([original repo](https://github.com/chaochun/nlu-asdiv-dataset)).
|
71 |
+
|
72 |
+
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
|
73 |
+
parsed (e.g. by BeautifulSoup). The data contains 3 types of tags:
|
74 |
+
|
75 |
+
- gadget: A tag whose content is intended to be evaluated by calling an external tool (sympy-based calculator in this case)
|
76 |
+
- output: An output of the external tool
|
77 |
+
- result: The final answer to the mathematical problem (a number)
|
78 |
+
|
79 |
+
|
80 |
+
## Supported Tasks
|
81 |
+
|
82 |
+
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.
|
83 |
+
This dataset presents in-context scenarios where models can outsource the computations in the reasoning chain to a calculator.
|
84 |
+
|
85 |
+
|
86 |
+
## Attributes:
|
87 |
+
|
88 |
+
- `id`: id of the example
|
89 |
+
- `question`: problem description in English
|
90 |
+
- `chain`: series of simple operations (derived from `expression`) that lead to the solution
|
91 |
+
- `result`: the solution for x as a number or fraction (string)
|
92 |
+
- `result_float`: same as `result` but converted to a float
|
93 |
+
- `result_unit`: the units of the result
|
94 |
+
- `grade`: an estimate of the school grade in which the problem would be practiced
|
95 |
+
- `source_question`: the source from which the example originates
|
96 |
+
|
97 |
+
|
98 |
+
## Data splits
|
99 |
+
|
100 |
+
The dataset does not contain data splits. We consider the whole dataset as a testing benchmark.
|
101 |
+
|
102 |
+
|
103 |
+
## Licence
|
104 |
+
|
105 |
+
CC BY-NC 4.0, consistent with the original source dataset linked above.
|
106 |
+
|
107 |
+
|
108 |
+
## Related work
|
109 |
+
|
110 |
+
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 an external calculator during inference.
|
111 |
+
|
112 |
|
113 |
## Cite
|
114 |
|
115 |
+
If you use this dataset in research, please cite the original [ASDiv paper](https://aclanthology.org/2020.acl-main.92), and [Calc-X collection](https://arxiv.org/abs/2305.15017) as follows:
|
116 |
|
117 |
```bibtex
|
118 |
@inproceedings{kadlcik-etal-2023-soft,
|