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@@ -8,10 +8,10 @@ pretty_name: ArXiv Abstracts
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  # ArXiv Abstracts
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  ## Description
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- Each paper uploaded to [ArXiv](https://arxiv.org/) includes structured metadata fields, including an abstract summarizing the paper’s findings and contributions.
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  According to [ArXiv’s licensing policy](https://info.arxiv.org/help/license/index.html), the metadata for any paper submitted to ArXiv is distributed under the CC0 license, regardless of the license of the paper itself.
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  Thus, this dataset contains the abstract for every paper submitted to ArXiv through late 2024.
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- We source the abstracts from ArXiv’s API via the Open Archives Initiative Protocol for Metadata Harvesting endpoint and reproduce them as-is.
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  Code for collecting, processing, and preparing this dataset is available in the [common-pile GitHub repo](https://github.com/r-three/common-pile).
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  ## Dataset Statistics
@@ -20,8 +20,8 @@ Code for collecting, processing, and preparing this dataset is available in the
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  | 2,504,679 | 2.4 |
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  ## License Issues
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- While we aim to produce datasets with completely accurate licensing information, license laundering and inaccurate metadata can cause us to erroneously assign the incorrect license to some documents (for further discussion of this limitation, please see [our paper](TODO link)).
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- If you believe you have found an instance of incorrect licensing in this dataset, please [start a discussion](https://github.com/r-three/common-pile/discussions/new) on this repository.
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  ## Other Versions
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  This is the "filtered" version of the ArXiv Abstracts dataset. If you are looking for the raw version, you can find it [here](https://huggingface.co/datasets/common-pile/arxiv_abstracts_raw).
@@ -35,4 +35,4 @@ If you use this dataset, please cite:
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  journal={arXiv preprint},
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  year={2025}
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  }
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- ```
 
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  # ArXiv Abstracts
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  ## Description
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+ Each paper uploaded to [ArXiv](https://arxiv.org/) includes structured metadata fields, including an abstract summarizing the paper’s findings and contributions.
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  According to [ArXiv’s licensing policy](https://info.arxiv.org/help/license/index.html), the metadata for any paper submitted to ArXiv is distributed under the CC0 license, regardless of the license of the paper itself.
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  Thus, this dataset contains the abstract for every paper submitted to ArXiv through late 2024.
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+ We source the abstracts from ArXiv’s API via the Open Archives Initiative Protocol for Metadata Harvesting endpoint and reproduce them as-is.
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  Code for collecting, processing, and preparing this dataset is available in the [common-pile GitHub repo](https://github.com/r-three/common-pile).
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  ## Dataset Statistics
 
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  | 2,504,679 | 2.4 |
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  ## License Issues
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+ While we aim to produce datasets with completely accurate licensing information, license laundering and inaccurate metadata can cause us to erroneously assign the incorrect license to some documents (for further discussion of this limitation, please see [our paper](TODO link)).
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+ If you believe you have found an instance of incorrect licensing in this dataset, please [start a discussion](https://github.com/r-three/common-pile/discussions/new) on this repository.
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  ## Other Versions
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  This is the "filtered" version of the ArXiv Abstracts dataset. If you are looking for the raw version, you can find it [here](https://huggingface.co/datasets/common-pile/arxiv_abstracts_raw).
 
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  journal={arXiv preprint},
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  year={2025}
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  }
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+ ```