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EACL 2024 citation.

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  # MAPA Maltese
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  Named-Entity Recognition dataset from the [MAPA Project](https://mapa-project.eu/).
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- This dataset has some fixes as detailed in [Cross-Lingual Transfer from Related Languages: Treating Low-Resource Maltese as Multilingual Code-Switching](https://arxiv.org/abs/2401.16895):
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  - Manually fixed some inconsistencies between Level 1 & Level 2 tags.
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  - Manually added the labels for some spans which were marked as entity spans but didn't have the tags.
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  - Manually fixed incorrectly marked spans with respect to tokenisation (either having a sub-word marked as an entity span, or having part of a previous word marked as an entity span; in both cases the whole word should've been marked as a span).
@@ -44,11 +44,20 @@ If you used this dataset, please cite these works:
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  - The fixes & training/validation/testing splits:
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  ```bibtex
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  @misc{micallef-etal-2024-maltese-etymology,
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- title={Cross-Lingual Transfer from Related Languages: Treating Low-Resource {M}altese as Multilingual Code-Switching},
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- author={Kurt Micallef and Nizar Habash and Claudia Borg and Fadhl Eryani and Houda Bouamor},
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- year={2024},
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- eprint={2401.16895},
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- archivePrefix={arXiv},
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- primaryClass={cs.CL},
 
 
 
 
 
 
 
 
 
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  }
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  ```
 
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  # MAPA Maltese
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  Named-Entity Recognition dataset from the [MAPA Project](https://mapa-project.eu/).
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+ This dataset has some fixes as detailed in [Cross-Lingual Transfer from Related Languages: Treating Low-Resource Maltese as Multilingual Code-Switching](https://aclanthology.org/2024.eacl-long.61):
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  - Manually fixed some inconsistencies between Level 1 & Level 2 tags.
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  - Manually added the labels for some spans which were marked as entity spans but didn't have the tags.
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  - Manually fixed incorrectly marked spans with respect to tokenisation (either having a sub-word marked as an entity span, or having part of a previous word marked as an entity span; in both cases the whole word should've been marked as a span).
 
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  - The fixes & training/validation/testing splits:
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  ```bibtex
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  @misc{micallef-etal-2024-maltese-etymology,
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+ title = "Cross-Lingual Transfer from Related Languages: Treating Low-Resource {M}altese as Multilingual Code-Switching",
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+ author = "Micallef, Kurt and
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+ Habash, Nizar and
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+ Borg, Claudia and
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+ Eryani, Fadhl and
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+ Bouamor, Houda",
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+ editor = "Graham, Yvette and
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+ Purver, Matthew",
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+ booktitle = "Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers)",
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+ month = mar,
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+ year = "2024",
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+ address = "St. Julian{'}s, Malta",
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+ publisher = "Association for Computational Linguistics",
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+ url = "https://aclanthology.org/2024.eacl-long.61",
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+ pages = "1014--1025",
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  }
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  ```