{"id":"https://openalex.org/W4225381297","doi":"https://doi.org/10.1109/radioelektronika54537.2022.9764935","title":"Morphological annotation of the Slovak language in the Spacy library with the pretraining","display_name":"Morphological annotation of the Slovak language in the Spacy library with the pretraining","publication_year":2022,"publication_date":"2022-04-21","ids":{"openalex":"https://openalex.org/W4225381297","doi":"https://doi.org/10.1109/radioelektronika54537.2022.9764935"},"language":"en","primary_location":{"id":"doi:10.1109/radioelektronika54537.2022.9764935","is_oa":false,"landing_page_url":"https://doi.org/10.1109/radioelektronika54537.2022.9764935","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 32nd International Conference Radioelektronika (RADIOELEKTRONIKA)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034510356","display_name":"Maro\u0161 Harahus","orcid":"https://orcid.org/0000-0002-1756-123X"},"institutions":[{"id":"https://openalex.org/I183764125","display_name":"Technical University of Ko\u0161ice","ror":"https://ror.org/05xm08015","country_code":"SK","type":"education","lineage":["https://openalex.org/I183764125"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Maros Harahus","raw_affiliation_strings":["Technical University of Kosice,Kosice,Slovakia","Technical University of Kosice, Kosice, Slovakia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Kosice,Kosice,Slovakia","institution_ids":["https://openalex.org/I183764125"]},{"raw_affiliation_string":"Technical University of Kosice, Kosice, Slovakia","institution_ids":["https://openalex.org/I183764125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060137749","display_name":"Jozef Juh\u00e1r","orcid":"https://orcid.org/0000-0002-1596-9258"},"institutions":[{"id":"https://openalex.org/I183764125","display_name":"Technical University of Ko\u0161ice","ror":"https://ror.org/05xm08015","country_code":"SK","type":"education","lineage":["https://openalex.org/I183764125"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Jozef Juhar","raw_affiliation_strings":["Technical University of Kosice,Kosice,Slovakia","Technical University of Kosice, Kosice, Slovakia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Kosice,Kosice,Slovakia","institution_ids":["https://openalex.org/I183764125"]},{"raw_affiliation_string":"Technical University of Kosice, Kosice, Slovakia","institution_ids":["https://openalex.org/I183764125"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080567273","display_name":"Daniel Hl\u00e1dek","orcid":"https://orcid.org/0000-0003-1148-3194"},"institutions":[{"id":"https://openalex.org/I183764125","display_name":"Technical University of Ko\u0161ice","ror":"https://ror.org/05xm08015","country_code":"SK","type":"education","lineage":["https://openalex.org/I183764125"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Daniel Hladek","raw_affiliation_strings":["Technical University of Kosice,Kosice,Slovakia","Technical University of Kosice, Kosice, Slovakia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Kosice,Kosice,Slovakia","institution_ids":["https://openalex.org/I183764125"]},{"raw_affiliation_string":"Technical University of Kosice, Kosice, Slovakia","institution_ids":["https://openalex.org/I183764125"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I183764125"],"apc_list":null,"apc_paid":null,"fwci":0.3373,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.51495768,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"01","last_page":"04"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.8181999921798706,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.8181999921798706,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13382","display_name":"Robotics and Automated Systems","score":0.7559999823570251,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14337","display_name":"Religious, Philosophical, and Educational Studies","score":0.6825000047683716,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/treebank","display_name":"Treebank","score":0.9790530800819397},{"id":"https://openalex.org/keywords/slovak","display_name":"Slovak","score":0.921673595905304},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.7611392736434937},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7320888042449951},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6823242902755737},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.6764057278633118},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6439417600631714},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.5115936398506165},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.33348098397254944}],"concepts":[{"id":"https://openalex.org/C206134035","wikidata":"https://www.wikidata.org/wiki/Q811525","display_name":"Treebank","level":3,"score":0.9790530800819397},{"id":"https://openalex.org/C2780102689","wikidata":"https://www.wikidata.org/wiki/Q9058","display_name":"Slovak","level":3,"score":0.921673595905304},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.7611392736434937},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7320888042449951},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6823242902755737},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.6764057278633118},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6439417600631714},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.5115936398506165},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.33348098397254944},{"id":"https://openalex.org/C2777842544","wikidata":"https://www.wikidata.org/wiki/Q9056","display_name":"Czech","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/radioelektronika54537.2022.9764935","is_oa":false,"landing_page_url":"https://doi.org/10.1109/radioelektronika54537.2022.9764935","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 32nd International Conference Radioelektronika (RADIOELEKTRONIKA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.7699999809265137}],"awards":[{"id":"https://openalex.org/G2271352118","display_name":null,"funder_award_id":"APVV SK-TW-21-0002","funder_id":"https://openalex.org/F4320323251","funder_display_name":"Agent\u00fara na Podporu V\u00fdskumu a V\u00fdvoja"}],"funders":[{"id":"https://openalex.org/F4320323251","display_name":"Agent\u00fara na Podporu V\u00fdskumu a V\u00fdvoja","ror":"https://ror.org/037nx0e70"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2563351168","https://openalex.org/W2588043366","https://openalex.org/W2792789177","https://openalex.org/W2963626623","https://openalex.org/W3009371196","https://openalex.org/W4206131413","https://openalex.org/W6719819555","https://openalex.org/W6731031554"],"related_works":["https://openalex.org/W2251015434","https://openalex.org/W4225089174","https://openalex.org/W2404671839","https://openalex.org/W2251234095","https://openalex.org/W2048063563","https://openalex.org/W2589201127","https://openalex.org/W117843963","https://openalex.org/W2033043215","https://openalex.org/W2251524673","https://openalex.org/W2478214247"],"abstract_inverted_index":{"We":[0,35,45,54],"created":[1,46],"a":[2,47],"Slovak":[3,39],"language":[4],"model":[5,48],"in":[6,19,69],"the":[7,12,20,24,31,43,57,62,70],"Spacy":[8,21],"library.":[9,22],"When":[10],"creating":[11],"model,":[13],"we":[14,26,33],"used":[15,27,36],"pretraining":[16,60],"and":[17,30],"training":[18],"During":[23],"pretraining,":[25],"Fasttext":[28],"vectors":[29],"text":[32],"collected.":[34],"data":[37],"from":[38],"Dependency":[40],"Treebank":[41],"during":[42],"training.":[44],"with":[49],"an":[50],"accuracy":[51],"of":[52,59],"86.249%.":[53],"also":[55],"examined":[56],"effect":[58],"on":[61],"model.":[63],"All":[64],"achieved":[65],"results":[66],"are":[67],"described":[68],"final":[71],"part.":[72]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}