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+ ---
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+ license: mit
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+ task_categories:
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+ - question-answering
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+ - text-generation
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+ language:
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+ - en
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+ tags:
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+ - math
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+ - reasoning
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+ - synthetic
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+ size_categories:
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+ - 1K<n<10K
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+ ---
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+
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+ # GSM-DC Test Dataset
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+
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+ This dataset contains the test set for GSM-DC (Grade School Math with Distractor Chains), a synthetic math reasoning dataset with controlled complexity.
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+
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+ ## Dataset Details
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+
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+ - **Total Problems**: 6300
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+ - **Operation Counts (OP)**: 16-22 (out-of-distribution test set)
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+ - **Problem Types**: Graph-based mathematical reasoning problems
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+ - **Noise Levels**: Light, Medium, Hard (distractor difficulty)
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+
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+ ## Dataset Structure
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+
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+ Each problem in `all_problems.json` contains:
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+ - `problem_text`: The problem statement with all variables and relationships
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+ - `solution`: Step-by-step ground truth solution
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+ - `final_answer`: The numerical answer
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+ - `n_op`: Number of operations (16-22)
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+ - `noise_level`: Distractor difficulty (light/medium/hard)
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+ - `graph_structure`: Internal graph representation
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+ - `template_id`: Problem template identifier
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+
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+ ## Usage
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+
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+ ```python
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+ import json
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+
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+ # Load the dataset
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+ with open('all_problems.json', 'r') as f:
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+ problems = json.load(f)
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+
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+ # Access a problem
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+ problem = problems[0]
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+ print(problem['problem_text'])
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+ print(problem['solution'])
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+ print(problem['final_answer'])
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+ ```
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+
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+ ## Citation
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+
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+ If you use this dataset, please cite:
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+
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+ ```bibtex
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+ @inproceedings{gsm-dc-2025,
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+ title={GSM-DC: Grade School Math with Distractor Chains},
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+ author={[Your Name]},
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+ booktitle={Proceedings of EMNLP 2025},
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+ year={2025}
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+ }
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+ ```
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+
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+ ## Paper
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+
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+ Published at EMNLP 2025. [Paper Link]
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+
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+ ## License
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+
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+ MIT License