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awesome-data-contamination
The Paper List on Data Contamination for Large Language Models Evaluation.
https://github.com/lyy1994/awesome-data-contamination
Last synced: 3 days ago
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🧰 Resources
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🛠️ Tools
- LLM Decontaminator
- Language Model Evaluation Harness - evaluation-harness/blob/main/docs/decontamination.md)]
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📊 Datasets
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🤝 Acknowledgement
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🛠️ Tools
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📜 Papers
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🎯 The List
- [paper - crfm/helm)] [[website](https://crfm.stanford.edu/helm/classic/latest/)]
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- [paper - memorization)]
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- [paper - NLP/DARG)]
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- [paper - sys/llm-decontaminator)]
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- [paper - Lab/CLEVA)] [[website](http://www.lavicleva.com/)]
- [paper - travel-in-llms)]
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- [paper - pretrain-code)] [[dataset](https://huggingface.co/datasets/swj0419/WikiMIA)] [[website](https://swj0419.github.io/detect-pretrain.github.io/)]
- [paper - lab/test_set_contamination)]
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- [paper - zentroa/lm-contamination)] [[website](https://hitz-zentroa.github.io/lm-contamination/)]
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- [paper - Tabular-Memorization-Checker)]
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- [paper - llm.github.io/)]
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- [paper - Evolving-Benchmark)]
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- [paper - eval/evoeval)]
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- [paper - plus-plus/)] [[code](https://github.com/zjysteven/mink-plus-plus)]
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- [paper - NLP/benbench)] [[website](https://gair-nlp.github.io/benbench/)]
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- [paper - KEG/DICE)]
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- [paper - COP)] [[data1](https://huggingface.co/datasets/avduarte333/BookTection)] [[data2](https://huggingface.co/datasets/avduarte333/arXivTection)]
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