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- **`clean_training_set.json` — ~4.2M pairs**
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- Derived from The Stack
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- But with many quality issues and syntax errors filtered out.
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- **`clean_training_set.json` — ~4.2M pairs**
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- Derived from The Stack
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- But with many quality issues and syntax errors filtered out.
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---
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## Citation
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If you use this model, please cite the corresponding publication.
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```bibtex
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@inproceedings{improta2025quality,
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title={Quality In, Quality Out: Investigating Training Data's Role in AI Code Generation},
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author={Improta, Cristina and Tufano, Rosalia and Liguori, Pietro and Cotroneo, Domenico and Bavota, Gabriele},
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booktitle={2025 IEEE/ACM 33rd International Conference on Program Comprehension (ICPC)},
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pages={454--465},
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year={2025},
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organization={IEEE Computer Society}
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}
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