Datasets:
Tasks:
Token Classification
Sub-tasks:
word-sense-disambiguation
Languages:
Polish
Size:
1M<n<10M
License:
Update README.md
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README.md
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### Dataset Summary
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`WSD Polish Datasets`
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It consists of 6 distinct datasets, manually annotated based on plWordNet-4.2:
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- KPWr
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- KPWr-100
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## Dataset Creation
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### Curation Rationale
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[More Information Needed]
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[More Information Needed]
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### Citation Information
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````
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@InProceedings{10.1007/978-3-031-08754-7_70,
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author="Janz, Arkadiusz
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pages="682--689",
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isbn="978-3-031-08754-7"
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}
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````
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### Dataset Summary
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`WSD Polish Datasets` is a comprehensive benchmark for word sense disambiguation (WSD) classification task written in low-resource language Polish.
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It consists of 6 distinct datasets, manually annotated based on plWordNet-4.2:
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- KPWr
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- KPWr-100
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## Dataset Creation
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### Curation Rationale
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[More Information Needed]
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[More Information Needed]
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### Citation Information
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Main source (all corpora as a unified benchmark)
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````
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@InProceedings{10.1007/978-3-031-08754-7_70,
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author="Janz, Arkadiusz
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pages="682--689",
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isbn="978-3-031-08754-7"
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}
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````
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Related work
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------------
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KPWr-100, Składnica, SPEC
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@article{janzresults,
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title={Results of the PolEval 2020 Shared Task 3: Word Sense Disambiguation},
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author={Janz, Arkadiusz and Chlebus, Joanna and Dziob, Agnieszka and Piasecki, Maciej},
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journal={Proceedings of the PolEval 2020 Workshop},
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pages={65--77},
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year={2020}
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}
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GLEX (EmoGLEX)
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@article{janz2017plwordnet,
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title={{plWordNet} as a basis for large emotive lexicons of Polish},
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author={Janz, Arkadiusz and Kocon, Jan and Piasecki, Maciej and Zasko-Zielinska, Monika},
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journal={Proceedings of Human Language Technologies as a Challenge for Computer Science and Linguistics Poznan: Fundacja Uniwersytetu im. Adama Mickiewicza w Poznaniu},
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pages={189--193},
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year={2017}
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}
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KPWr
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````
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@conference{broda2012,
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address = {Istanbul, Turkey},
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author = {Bartosz Broda and Micha{\l} Marci{\'n}czuk and Marek Maziarz and Adam Radziszewski and Adam Wardy{\'n}ski},
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booktitle = {Proceedings of LREC'12},
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owner = {Marlena},
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publisher = {ELRA},
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timestamp = {2014.06.20},
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title = {KPWr: Towards a Free Corpus of Polish},
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year = {2012}}
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````
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Składnica
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````
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@inproceedings{hajnicz-2014-lexico,
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title = "Lexico-Semantic Annotation of Sk{\l}adnica Treebank by means of {PLWN} Lexical Units",
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author = "Hajnicz, El{\.z}bieta",
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booktitle = "Proceedings of the Seventh Global {W}ordnet Conference",
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month = jan,
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year = "2014",
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address = "Tartu, Estonia",
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publisher = "University of Tartu Press",
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url = "https://aclanthology.org/W14-0104",
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pages = "23--31",
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}
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````
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Walenty
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````
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@inproceedings{haj:and:bar:lrec16,
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author = {Hajnicz, El{\.z}bieta and Andrzejczuk, Anna and Bartosiak, Tomasz},
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crossref = {lrec:16},
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pages = {2625--2632},
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pdf = {http://www.lrec-conf.org/proceedings/lrec2016/pdf/382_Paper.pdf},
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title = {Semantic Layer of the Valence Dictionary of {P}olish \emph{{W}alenty}}
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}
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````
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