Datasets:

garrethlee

/

MAWPS

like 1

MAWPS : A Math Word Problem Repository

• Paper: https://aclanthology.org/N16-1136/
• Github: https://github.com/sroy9/mawps

Adapted from https://huggingface.co/datasets/mwpt5/MAWPS

Processed with the following code:

def process_row(row):
    # Create placeholder-to-actual mapping
    placeholder_map = [(f"N_{i:02}", actual) for i, actual in enumerate(row['Numbers'].split())]

    try:
        # Process placeholders and replacements
        for placeholder, replacement in placeholder_map:
            replacement_value = float(replacement)
            # Convert to integer if it is a whole number, otherwise round to 2 decimal places
            replacement = str(int(replacement_value)) if replacement_value.is_integer() else str(round(replacement_value, 2))

            # Update Question and Equation with the new replacement value
            row['Question'] = row['Question'].strip().replace(placeholder, replacement)
            row['Equation'] = row['Equation'].strip().replace(placeholder, replacement)

        # Process Answer
        answer_value = float(row['Answer'])
        row['Answer'] = str(int(answer_value)) if answer_value.is_integer() else str(round(answer_value, 2))

        # Format the final answer string
        row['Answer'] = f"{row['Equation']} = {row['Answer']} #### {row['Answer']}"

    except ValueError as e:
        print(f"ValueError: {e}")
    except Exception as e:
        print(f"Unexpected error: {e}")

    return row

To format the answers, I used a similar formatting style to GSM8K's answers, which allows for easy parsing for evaluation.