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README.md
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# CNER: Concept and Named Entity Recognition
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This is the model card for the NAACL 2024 paper [CNER: Concept and Named Entity Recognition](https://aclanthology.org/
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We fine-tuned a language model (DeBERTa-v3-base) for 1 epoch on our [CNER dataset](https://huggingface.co/datasets/Babelscape/cner)
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The resulting CNER model is able to jointly identifing and classifying concepts and named entities with fine-grained tags.
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```bibtex
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@inproceedings{martinelli-etal-2024-cner,
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title = "CNER: Concept and Named Entity Recognition",
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author = "Martinelli, Giuliano
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Molfese, Francesco
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Tedeschi, Simone
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Navigli, Roberto",
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month = jun,
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year = "
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address = "Mexico City, Mexico",
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publisher = "Association for Computational Linguistics",
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}
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```
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---
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# CNER: Concept and Named Entity Recognition
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This is the model card for the NAACL 2024 paper [CNER: Concept and Named Entity Recognition](https://aclanthology.org/2024.naacl-long.461/).
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We fine-tuned a language model (DeBERTa-v3-base) for 1 epoch on our [CNER dataset](https://huggingface.co/datasets/Babelscape/cner)
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The resulting CNER model is able to jointly identifing and classifying concepts and named entities with fine-grained tags.
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```bibtex
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@inproceedings{martinelli-etal-2024-cner,
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title = "{CNER}: Concept and Named Entity Recognition",
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author = "Martinelli, Giuliano and
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Molfese, Francesco and
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Tedeschi, Simone and
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Fern{\'a}ndez-Castro, Alberte and
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Navigli, Roberto",
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editor = "Duh, Kevin and
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Gomez, Helena and
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Bethard, Steven",
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booktitle = "Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)",
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month = jun,
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year = "2024",
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address = "Mexico City, Mexico",
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publisher = "Association for Computational Linguistics",
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url = "https://aclanthology.org/2024.naacl-long.461",
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pages = "8329--8344",
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}
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```
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