--- annotations_creators: - expert-generated language: - pl language_creators: - expert-generated - found license: - cc-by-4.0 multilinguality: - monolingual pretty_name: wsd-polish-datasets size_categories: - 1M ], "phrases": [ { "indices": [ 10, 11 ], "head": 10, "lemma": "odegrać się" } ], "wsd": [ { "index": 0, "pl_sense": "wpierw.1.r", "plWN_syn_id": "01a4a067-aac5-11ed-aae5-0242ac130002", "plWN_lex_id": "f2757c30-aac4-11ed-aae5-0242ac130002", "plWN_syn_legacy_id": "477654", "plWN_lex_legacy_id": "718454", "PWN_syn_id": "00102736-r", "bn_syn_id": "bn:00115376r", "mapping_relation": "synonymy" }, { "index": 1, "pl_sense": "pani.2.n", "plWN_syn_id": "f35fb1ed-aac4-11ed-aae5-0242ac130002", "plWN_lex_id": "d5145565-aac4-11ed-aae5-0242ac130002", "plWN_syn_legacy_id": "129", "plWN_lex_legacy_id": "20695", "PWN_syn_id": "10787470-n", "bn_syn_id": "bn:00001530n", "mapping_relation": "synonymy" }, <...> ] } ``` ### Data Fields Description of json keys: - `text`: text of the sentence - `tokens`: list of tokens made by tokenization process - `index`: token order index in sentence - `position`: token chars span indices - `orth`: word - `lemma`: lemmatised word - `pos`: part of speech - `ctag`: morphosyntactic tag - `phrases`: list of multi-word - `wsd`: annotation labels for the WSD task ### Data Splits [More Information Needed] ## Dataset Creation ### Curation Rationale [More Information Needed] ### Source Data #### Initial Data Collection and Normalization Source corpora were initially pre-processed using morphosyntactic tagging and multi-word expression recognition tools. To tokenize and tag the datasets we used [MorphoDiTa](https://clarin-pl.eu/dspace/handle/11321/425) adapted to Polish language. To recognize multi-word expressions we applied pattern-based matching tool [Corpus2-MWE](https://clarin-pl.eu/dspace/handle/11321/533) - only MWEs from plWordNet were included. #### Who are the source language producers? [More Information Needed] ### Annotations #### Annotation process * 2+1 annotation process with inter-annotator agreement score over 0.6 PSA * annotated with [plWordNet 4.5](http://plwordnet.pwr.wroc.pl/wordnet/) * software: [WordNet-Loom](https://clarin-pl.eu/dspace/handle/11321/275) and [Inforex](https://clarin-pl.eu/dspace/handle/11321/13) * both single-word and multi-word expressions annotated * full-text sense annotation (excluding KPWr) #### Who are the annotators? - professional linguists (mention all people involved) ### Personal and Sensitive Information The datasets do not contain any personal or sensitive information. ## Considerations for Using the Data ### Social Impact of Dataset [More Information Needed] ### Discussion of Biases [More Information Needed] ### Other Known Limitations [More Information Needed] ## Additional Information ### Dataset Curators Arkadiusz Janz (arkadiusz.janz@pwr.edu.pl) ### Licensing Information KPWR-100 [CC-BY-SA 4.0](https://creativecommons.org/licenses/by-sa/4.0/) KPWR [CC-BY-SA 4.0](https://creativecommons.org/licenses/by-sa/4.0/) Walenty [CC-BY-SA 4.0](https://creativecommons.org/licenses/by-sa/4.0/) Sherlock [CC-BY 4.0](https://creativecommons.org/licenses/by/4.0/) Skladnica [GNU GPL 3](http://www.gnu.org/licenses/gpl-3.0.en.html) GLEX [plWordNet License](http://plwordnet.pwr.wroc.pl/wordnet/licence) ### Citation Information Main source (all corpora as a unified benchmark) ```` @InProceedings{10.1007/978-3-031-08754-7_70, author="Janz, Arkadiusz and Dziob, Agnieszka and Oleksy, Marcin and Baran, Joanna", editor="Groen, Derek and de Mulatier, Cl{\'e}llia and Paszynski, Maciej and Krzhizhanovskaya, Valeria V. and Dongarra, Jack J. and Sloot, Peter M. A.", title="A Unified Sense Inventory for Word Sense Disambiguation in Polish", booktitle="Computational Science -- ICCS 2022", year="2022", publisher="Springer International Publishing", address="Cham", pages="682--689", isbn="978-3-031-08754-7" } ```` Related work ------------ KPWr-100, Składnica, SPEC ```` @article{janzresults, title={Results of the PolEval 2020 Shared Task 3: Word Sense Disambiguation}, author={Janz, Arkadiusz and Chlebus, Joanna and Dziob, Agnieszka and Piasecki, Maciej}, journal={Proceedings of the PolEval 2020 Workshop}, pages={65--77}, year={2020} } ```` GLEX (EmoGLEX) ```` @article{janz2017plwordnet, title={{plWordNet} as a basis for large emotive lexicons of Polish}, author={Janz, Arkadiusz and Kocon, Jan and Piasecki, Maciej and Zasko-Zielinska, Monika}, journal={Proceedings of Human Language Technologies as a Challenge for Computer Science and Linguistics Poznan: Fundacja Uniwersytetu im. Adama Mickiewicza w Poznaniu}, pages={189--193}, year={2017} } ```` KPWr ```` @conference{broda2012, address = {Istanbul, Turkey}, author = {Bartosz Broda and Micha{\l} Marci{\'n}czuk and Marek Maziarz and Adam Radziszewski and Adam Wardy{\'n}ski}, booktitle = {Proceedings of LREC'12}, owner = {Marlena}, publisher = {ELRA}, timestamp = {2014.06.20}, title = {KPWr: Towards a Free Corpus of Polish}, year = {2012} } ```` Składnica ```` @inproceedings{hajnicz-2014-lexico, title = "Lexico-Semantic Annotation of Sk{\l}adnica Treebank by means of {PLWN} Lexical Units", author = "Hajnicz, El{\.z}bieta", booktitle = "Proceedings of the Seventh Global {W}ordnet Conference", month = jan, year = "2014", address = "Tartu, Estonia", publisher = "University of Tartu Press", url = "https://aclanthology.org/W14-0104", pages = "23--31", } ```` Walenty ```` @inproceedings{haj:and:bar:lrec16, author = {Hajnicz, El{\.z}bieta and Andrzejczuk, Anna and Bartosiak, Tomasz}, crossref = {lrec:16}, pages = {2625--2632}, pdf = {http://www.lrec-conf.org/proceedings/lrec2016/pdf/382_Paper.pdf}, title = {Semantic Layer of the Valence Dictionary of {P}olish \emph{{W}alenty}} } ````