{"id":"https://openalex.org/W7201848977","doi":"https://doi.org/10.5281/zenodo.21820946","title":"Neuro-Symbolic Correction of Kazakh Word Forms through Morphological Analysis and Selective Abstention","display_name":"Neuro-Symbolic Correction of Kazakh Word Forms through Morphological Analysis and Selective Abstention","publication_year":2026,"publication_date":"2026-08-06","ids":{"openalex":"https://openalex.org/W7201848977","doi":"https://doi.org/10.5281/zenodo.21820946"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.21820946","doi":"https://doi.org/10.5281/zenodo.21820946","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21820946","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"},"volume":null,"type":"dataset","is_traditional":false,"indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.21820946","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5120266278","display_name":"Akhmed Baikhojayev","orcid":"https://orcid.org/0009-0005-5757-0519","observed_orcids":["https://orcid.org/0009-0005-5757-0519"]},"institutions":[{"id":"https://openalex.org/I3130577743","display_name":"Narxoz University","ror":"https://ror.org/0523w7v09","country_code":"KZ","type":"education","lineage":["https://openalex.org/I3130577743"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Baikhojayev, Akhmed","raw_affiliation_strings":["Narxoz University"],"raw_orcid":"https://orcid.org/0009-0005-5757-0519","affiliations":[{"raw_affiliation_string":"Narxoz University","institution_ids":["https://openalex.org/I3130577743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089245477","display_name":"\u0413.\u0421. \u041c\u0443\u0445\u0430\u043c\u0435\u0434\u0436\u0430\u043d\u043e\u0432\u0430","orcid":"https://orcid.org/0000-0003-3368-9927","observed_orcids":["https://orcid.org/0000-0003-3368-9927"]},"institutions":[{"id":"https://openalex.org/I3130577743","display_name":"Narxoz University","ror":"https://ror.org/0523w7v09","country_code":"KZ","type":"education","lineage":["https://openalex.org/I3130577743"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Mukhamejanova, Gulnar","raw_affiliation_strings":["Narxoz University"],"raw_orcid":"https://orcid.org/0000-0003-3368-9927","affiliations":[{"raw_affiliation_string":"Narxoz University","institution_ids":["https://openalex.org/I3130577743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001024392","display_name":"Laura M. Baitenova","orcid":"https://orcid.org/0000-0002-1591-2235","observed_orcids":["https://orcid.org/0000-0002-1591-2235"]},"institutions":[{"id":"https://openalex.org/I3130777500","display_name":"Turan University","ror":"https://ror.org/045mxyc94","country_code":"KZ","type":"education","lineage":["https://openalex.org/I3130777500"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Baitenova, Laura","raw_affiliation_strings":["Turan University"],"raw_orcid":"https://orcid.org/0000-0002-1591-2235","affiliations":[{"raw_affiliation_string":"Turan University","institution_ids":["https://openalex.org/I3130777500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120284814","display_name":"Saule Tussupova","orcid":"https://orcid.org/0000-0001-8280-1837","observed_orcids":["https://orcid.org/0000-0001-8280-1837"]},"institutions":[{"id":"https://openalex.org/I3130777500","display_name":"Turan University","ror":"https://ror.org/045mxyc94","country_code":"KZ","type":"education","lineage":["https://openalex.org/I3130777500"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"\u0422\u0443\u0441\u0443\u043f\u043e\u0432\u0430, \u0421\u0430\u0443\u043b\u0435","raw_affiliation_strings":["\u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442 \"\u0422\u0443\u0440\u0430\u043d\""],"raw_orcid":"https://orcid.org/0000-0001-8280-1837","affiliations":[{"raw_affiliation_string":"\u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442 \"\u0422\u0443\u0440\u0430\u043d\"","institution_ids":["https://openalex.org/I3130777500"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5120780272","display_name":"Gauhar Munaitbas","orcid":"https://orcid.org/0009-0008-7142-5723","observed_orcids":["https://orcid.org/0009-0008-7142-5723"]},"institutions":[{"id":"https://openalex.org/I3130777500","display_name":"Turan University","ror":"https://ror.org/045mxyc94","country_code":"KZ","type":"education","lineage":["https://openalex.org/I3130777500"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Munaitbas, Gauhar","raw_affiliation_strings":["Turan University"],"raw_orcid":"https://orcid.org/0009-0008-7142-5723","affiliations":[{"raw_affiliation_string":"Turan University","institution_ids":["https://openalex.org/I3130777500"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9932000041007996,"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":0.9932000041007996,"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/T10028","display_name":"Topic Modeling","score":0.0024999999441206455,"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/T13122","display_name":"Turkic and Altaic Linguistics","score":0.000699999975040555,"subfield":{"id":"https://openalex.org/subfields/1203","display_name":"Language and Linguistics"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/kazakh-language","display_name":"Kazakh language","score":0.8420000076293945},{"id":"https://openalex.org/keywords/morphological-analysis","display_name":"morphological analysis","score":0.8769999742507935},{"id":"https://openalex.org/keywords/selective-abstention","display_name":"selective abstention","score":0.9309999942779541},{"id":"https://openalex.org/keywords/neuro-symbolic-learning","display_name":"neuro-symbolic learning","score":0.7900000214576721},{"id":"https://openalex.org/keywords/spelling-correction","display_name":"spelling correction","score":0.609000027179718},{"id":"https://openalex.org/keywords/morphologically-rich-languages","display_name":"morphologically rich languages","score":0.5139999985694885}],"concepts":[{"id":"https://openalex.org/C2781297163","wikidata":"https://www.wikidata.org/wiki/Q9252","display_name":"Kazakh","level":2,"score":0.9632999897003174},{"id":"https://openalex.org/C76297474","wikidata":"https://www.wikidata.org/wiki/Q1898737","display_name":"Morphological analysis","level":2,"score":0.7620000243186951},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.6154000163078308},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.5706999897956848},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5289000272750854},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5109999775886536},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47510001063346863},{"id":"https://openalex.org/C499950583","wikidata":"https://www.wikidata.org/wiki/Q183252","display_name":"Morphology (biology)","level":2,"score":0.3418000042438507},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.34130001068115234},{"id":"https://openalex.org/C3018824978","wikidata":"https://www.wikidata.org/wiki/Q2894891","display_name":"Error analysis","level":2,"score":0.30390000343322754},{"id":"https://openalex.org/C2674912","wikidata":"https://www.wikidata.org/wiki/Q245423","display_name":"Compound","level":2,"score":0.2921000123023987},{"id":"https://openalex.org/C2777509023","wikidata":"https://www.wikidata.org/wiki/Q327358","display_name":"Word formation","level":2,"score":0.2791000008583069},{"id":"https://openalex.org/C2987219923","wikidata":"https://www.wikidata.org/wiki/Q777864","display_name":"Linguistic analysis","level":2,"score":0.2712000012397766}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5281/zenodo.21820946","doi":"https://doi.org/10.5281/zenodo.21820946","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21820946","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"},{"id":"doi:10.5281/zenodo.21820947","doi":"https://doi.org/10.5281/zenodo.21820947","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21820947","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"}],"best_oa_location":{"id":"doi:10.5281/zenodo.21820946","doi":"https://doi.org/10.5281/zenodo.21820946","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21820946","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W1979233015","https://openalex.org/W7202358600","https://openalex.org/W7216592427","https://openalex.org/W3024579701","https://openalex.org/W2941509535","https://openalex.org/W3026840437","https://openalex.org/W2564858777","https://openalex.org/W2196613303","https://openalex.org/W4410302452","https://openalex.org/W7213493749"],"abstract_inverted_index":{"Experimental":[0],"code":[1],"and":[2,20],"reproducible":[3],"results":[4],"for":[5],"the":[6],"IHCONCS":[7],"2026":[8],"revision":[9],"of":[10,13],"\"Neuro-Symbolic":[11],"Correction":[12],"Kazakh":[14],"Word":[15],"Forms":[16],"through":[17],"Morphological":[18],"Analysis":[19],"Selective":[21],"Abstention.\"":[22]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-08-08T00:00:00"}
