Datasets:
Tasks:
Token Classification
Modalities:
Text
Formats:
parquet
Sub-tasks:
named-entity-recognition
Languages:
Maltese
Size:
1K - 10K
License:
EACL 2024 citation.
Browse files
README.md
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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://
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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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}
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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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```
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