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--- |
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license: cc-by-4.0 |
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language: da |
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--- |
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This is the Kompetencer dataset created by: |
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|
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``` |
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@inproceedings{zhang-etal-2022-kompetencer, |
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title = "Kompetencer: Fine-grained Skill Classification in {D}anish Job Postings via Distant Supervision and Transfer Learning", |
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author = "Zhang, Mike and |
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Jensen, Kristian N{\o}rgaard and |
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Plank, Barbara", |
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booktitle = "Proceedings of the Thirteenth Language Resources and Evaluation Conference", |
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month = jun, |
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year = "2022", |
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address = "Marseille, France", |
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publisher = "European Language Resources Association", |
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url = "https://aclanthology.org/2022.lrec-1.46", |
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pages = "436--447", |
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} |
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``` |
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There are document delimiters indicated by `idx`. |
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Number of samples (sentences): |
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- train: 778 |
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- dev: 346 |
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- test: 262 |
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Sources: |
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- STAR (house) |
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Type of tags: |
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- Generic BIO tags with keys `tags_skill` and `tags_knowledge` |
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Sample: |
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``` |
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{ |
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"idx": 1, |
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"tokens": ["Du", "skal", "s\u00e6tte", "dagsordenen", "v\u00e6re", "v\u00e6rdiskabende", "og", "levere", "skarpt", "fagligt", "og", "strategisk", "med-", "og", "modspil", "."], |
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"tags_skill": ["O", "O", "B", "I", "B", "I", "O", "B", "I", "I", "I", "I", "I", "I", "I", "I"], |
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"tags_knowledge": ["O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O"] |
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} |
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``` |