{"id":"https://openalex.org/W7139930679","doi":"https://doi.org/10.1016/j.procs.2026.01.006","title":"Gender-Debiasing Word Embeddings for Low-Resource Languages:A Case Study in Greek","display_name":"Gender-Debiasing Word Embeddings for Low-Resource Languages:A Case Study in Greek","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7139930679","doi":"https://doi.org/10.1016/j.procs.2026.01.006"},"language":"en","primary_location":{"id":"doi:10.1016/j.procs.2026.01.006","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2026.01.006","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1016/j.procs.2026.01.006","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056780007","display_name":"Stefanos Tsimenidis","orcid":null},"institutions":[{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Stefanos Tsimenidis","raw_affiliation_strings":["MLV Research Group, Department of Informatics, Democritus University of Thrace, 65404 Kavala, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MLV Research Group, Department of Informatics, Democritus University of Thrace, 65404 Kavala, Greece","institution_ids":["https://openalex.org/I147962203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000485492","display_name":"\u03a4heofanis Kalampokas","orcid":"https://orcid.org/0000-0002-1495-875X"},"institutions":[{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Theofanis Kalampokas","raw_affiliation_strings":["MLV Research Group, Department of Informatics, Democritus University of Thrace, 65404 Kavala, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MLV Research Group, Department of Informatics, Democritus University of Thrace, 65404 Kavala, Greece","institution_ids":["https://openalex.org/I147962203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093371041","display_name":"Myrto Charmpi","orcid":null},"institutions":[{"id":"https://openalex.org/I98805295","display_name":"University of the Aegean","ror":"https://ror.org/03zsp3p94","country_code":"GR","type":"education","lineage":["https://openalex.org/I98805295"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Myrto Charmpi","raw_affiliation_strings":["IDEAL Research group, Department of Statistics and Actuarial-Financial Mathematics, University of the Aegean"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IDEAL Research group, Department of Statistics and Actuarial-Financial Mathematics, University of the Aegean","institution_ids":["https://openalex.org/I98805295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130249249","display_name":"Eleni Vrochidou","orcid":null},"institutions":[{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Eleni Vrochidou","raw_affiliation_strings":["MLV Research Group, Department of Informatics, Democritus University of Thrace, 65404 Kavala, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MLV Research Group, Department of Informatics, Democritus University of Thrace, 65404 Kavala, Greece","institution_ids":["https://openalex.org/I147962203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020956270","display_name":"Lefteris Moussiades","orcid":"https://orcid.org/0000-0003-0281-9231"},"institutions":[{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Lefteris Moussiades","raw_affiliation_strings":["Department of Informatics, Democritus University of Thrace, 65404 Kavala, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, Democritus University of Thrace, 65404 Kavala, Greece","institution_ids":["https://openalex.org/I147962203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087432257","display_name":"Stylianos Xanthopoulos","orcid":"https://orcid.org/0000-0003-4158-4463"},"institutions":[{"id":"https://openalex.org/I98805295","display_name":"University of the Aegean","ror":"https://ror.org/03zsp3p94","country_code":"GR","type":"education","lineage":["https://openalex.org/I98805295"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Stylianos Xanthopoulos","raw_affiliation_strings":["IDEAL Research group, Department of Statistics and Actuarial-Financial Mathematics, University of the Aegean"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IDEAL Research group, Department of Statistics and Actuarial-Financial Mathematics, University of the Aegean","institution_ids":["https://openalex.org/I98805295"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032725664","display_name":"George A. Papakostas","orcid":"https://orcid.org/0000-0001-5545-1499"},"institutions":[{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"George A. Papakostas","raw_affiliation_strings":["MLV Research Group, Department of Informatics, Democritus University of Thrace, 65404 Kavala, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MLV Research Group, Department of Informatics, Democritus University of Thrace, 65404 Kavala, Greece","institution_ids":["https://openalex.org/I147962203"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5032725664"],"corresponding_institution_ids":["https://openalex.org/I147962203"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.59167405,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"275","issue":null,"first_page":"38","last_page":"46"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13173","display_name":"Gender Studies in Language","score":0.5604000091552734,"subfield":{"id":"https://openalex.org/subfields/3318","display_name":"Gender Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13173","display_name":"Gender Studies in Language","score":0.5604000091552734,"subfield":{"id":"https://openalex.org/subfields/3318","display_name":"Gender Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.1459999978542328,"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/T12380","display_name":"Authorship Attribution and Profiling","score":0.12720000743865967,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.7289000153541565},{"id":"https://openalex.org/keywords/word-embedding","display_name":"Word embedding","score":0.3222000002861023},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.2345999926328659},{"id":"https://openalex.org/keywords/word-sense-disambiguation","display_name":"Word-sense disambiguation","score":0.23319999873638153}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9061999917030334},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.7289000153541565},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6032999753952026},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5605000257492065},{"id":"https://openalex.org/C2777462759","wikidata":"https://www.wikidata.org/wiki/Q18395344","display_name":"Word embedding","level":3,"score":0.3222000002861023},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.25130000710487366},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.2476000040769577},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.2345999926328659},{"id":"https://openalex.org/C51646954","wikidata":"https://www.wikidata.org/wiki/Q48522","display_name":"Word-sense disambiguation","level":3,"score":0.23319999873638153},{"id":"https://openalex.org/C175293574","wikidata":"https://www.wikidata.org/wiki/Q697133","display_name":"Word lists by frequency","level":3,"score":0.22169999778270721}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.procs.2026.01.006","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2026.01.006","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.procs.2026.01.006","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2026.01.006","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Gender equality","id":"https://metadata.un.org/sdg/5","score":0.5025423169136047}],"awards":[],"funders":[{"id":"https://openalex.org/F4320324692","display_name":"University of the Aegean","ror":"https://ror.org/03zsp3p94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2909212904","https://openalex.org/W3194744716"],"related_works":[],"abstract_inverted_index":{"Removing":[0],"gender":[1,73],"bias":[2,74],"from":[3,36,90],"word":[4,95],"embeddings":[5],"is":[6,22],"essential":[7],"for":[8,93],"numerous":[9],"downstream":[10],"applications.":[11],"Unfortunately,":[12],"the":[13,16,47],"entirety":[14],"of":[15,38,49],"relevant":[17],"literature":[18],"and":[19,75],"proposed":[20],"methodologies":[21,67],"aimed":[23],"at":[24],"English,":[25],"a":[26,31,59],"high-resource":[27],"language":[28],"which":[29],"possesses":[30],"linguistic":[32],"structure":[33],"fundamentally":[34],"different":[35],"that":[37,65,83],"other":[39,84],"world":[40],"languages.":[41],"In":[42],"this":[43],"study,":[44],"we":[45],"evaluate":[46],"relevance":[48],"gender-debiasing":[50],"methods":[51],"to":[52],"low-resource,":[53],"non-English":[54,85],"languages,":[55],"taking":[56],"Greek":[57],"as":[58],"case":[60],"study.":[61],"Our":[62],"results":[63],"show":[64],"these":[66,91],"are":[68],"successful":[69],"both":[70],"in":[71,76],"removing":[72],"preserving":[77],"useful":[78],"semantic":[79],"information.":[80],"This":[81],"suggests":[82],"languages":[86],"may":[87],"also":[88],"benefit":[89],"techniques":[92],"debiasing":[94],"embeddings.":[96]},"counts_by_year":[],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2026-03-21T00:00:00"}
