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Claims in NLP Papers (CNP)
The present data repository acts as a complement of this GitHub repository containing work about the analysis of claims in NLP papers. It is also related to this SciBERT model for claim category classification.
The dataset includes :
papers.csv: all the metadata about the papers included in our corpussentences.csv: all the sentences of the corpus + their annotations- XML files of the papers of the corpus (obtained after parsing their PDF versions)
Contact
If you have requests or questions about this repository, please contact [email protected].
Citation
You may reference this corpus using the following citation :
@Misc{CNP,
author = {Bleuze, Clémentine and Ducel, Fanny and Amblard, Maxime and Fort, Karën},
title = {A corpus of annotated claims in NLP papers},
howpublished = {HuggingFace},
year = {2024},
url = {https://huggingface.co/datasets/ClementineBleuze/CNP}
}
It is largely based on the ACL OCL corpus by Rohatgi et al.:
@Misc{acl_anthology_corpus,
author = {Shaurya Rohatgi},
title = {ACL Anthology Corpus with Full Text},
howpublished = {Github},
year = {2022},
url = {https://github.com/shauryr/ACL-anthology-corpus}
}
And it also used data from the ArXiv dataset on Kaggle:
@misc{arxiv_org_submitters_2024,
title={arXiv Dataset},
url={https://www.kaggle.com/dsv/7548853},
DOI={10.34740/KAGGLE/DSV/7548853},
publisher={Kaggle},
author={arXiv.org submitters},
year={2024}
}
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