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@@ -105,7 +105,21 @@ Specifically for Ape210k, we removed parts of the validation and test split, wit
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  You can read more information about this process in our [Calc-X paper](https://arxiv.org/abs/2305.15017).
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- ## Content and Data splits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  The default config contains filtered splits with data leaks removed.
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  You can load it using:
@@ -122,18 +136,6 @@ datasets.load_dataset("MU-NLPC/calc-ape210k", "original-splits")
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  ```
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- Columns:
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- - `id` - id of the example
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- - `question` - the description of the math problem. Automatically translated from the `question_chinese` column into English using Google Translate
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- - `question_chinese` - description of the math problem in Chinese
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- - `chain` - linearized `equation`, sequence of arithmetic steps in HTML-like language that can be evaluated using our sympy-based calculator
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- - `result` - result as a string (can be an integer, float, or a fraction)
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- - `result_float` - result as a float
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- - `equation` - a nested expression that evaluates to the correct answer
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-
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- Columns `id`, `question`, `chain`, and `result` are present in all datasets in [Calc-X collection](https://huggingface.co/collections/MU-NLPC/calc-x-652fee9a6b838fd820055483).
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-
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-
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  ## Licence
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  MIT, consistently with the original dataset.
 
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  You can read more information about this process in our [Calc-X paper](https://arxiv.org/abs/2305.15017).
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+ ## Data features
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+
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+ - `id` - id of the example
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+ - `question` - the description of the math problem. Automatically translated from the `question_chinese` column into English using Google Translate
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+ - `question_chinese` - description of the math problem in Chinese
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+ - `chain` - linearized `equation`, sequence of arithmetic steps in HTML-like language that can be evaluated using our sympy-based calculator
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+ - `result` - result as a string (can be an integer, float, or a fraction)
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+ - `result_float` - result as a float
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+ - `equation` - a nested expression that evaluates to the correct answer
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+
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+ Columns `id`, `question`, `chain`, and `result` are present in all datasets in [Calc-X collection](https://huggingface.co/collections/MU-NLPC/calc-x-652fee9a6b838fd820055483).
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+
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+
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+
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+ ## Data splits
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  The default config contains filtered splits with data leaks removed.
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  You can load it using:
 
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  ```
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  ## Licence
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  MIT, consistently with the original dataset.