Ensure paper link
Browse filesThis PR ensures the dataset can be found at https://huggingface.co/papers/2503.08890
README.md
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---
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license: cc-by-sa-3.0
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task_categories:
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- summarization
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language:
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- en
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tags:
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- biomedical
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- health
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- summarization
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- LLM
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- factuality
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size_categories:
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- 1K<n<10K
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---
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PlainFact is a high-quality human-annotated dataset with fine-grained explanation (i.e., added information) annotations designed for Plain Language Summarization tasks, along with [PlainQAFact](https://github.com/zhiwenyou103/PlainQAFact) factuality evaluation framework. It is collected from the [Cochrane database](https://www.cochranelibrary.com/) sampled from CELLS dataset ([Guo et al., 2024](https://doi.org/10.1016/j.jbi.2023.104580)).
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plainfact = load_dataset("uzw/PlainFact")
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```
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For detailed information regarding the dataset or factuality evaluation framework, please refer to our [Github repo](https://github.com/zhiwenyou103/PlainQAFact) and paper.
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Citation
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If you use data from PlainFact or PlainFact-summary, please cite with the following BibTex entry:
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---
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language:
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- en
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license: cc-by-sa-3.0
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size_categories:
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- 1K<n<10K
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task_categories:
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- summarization
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tags:
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- biomedical
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- health
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- summarization
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- LLM
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- factuality
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---
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PlainFact is a high-quality human-annotated dataset with fine-grained explanation (i.e., added information) annotations designed for Plain Language Summarization tasks, along with [PlainQAFact](https://github.com/zhiwenyou103/PlainQAFact) factuality evaluation framework. It is collected from the [Cochrane database](https://www.cochranelibrary.com/) sampled from CELLS dataset ([Guo et al., 2024](https://doi.org/10.1016/j.jbi.2023.104580)).
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plainfact = load_dataset("uzw/PlainFact")
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```
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For detailed information regarding the dataset or factuality evaluation framework, please refer to our [Github repo](https://github.com/zhiwenyou103/PlainQAFact) and paper at https://huggingface.co/papers/2503.08890.
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Citation
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If you use data from PlainFact or PlainFact-summary, please cite with the following BibTex entry:
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