{"id":"https://openalex.org/W3120869030","doi":"https://doi.org/10.1109/siu49456.2020.9302477","title":"The Role of Contextual Word Embeddings in Correcting the \u2018de/da\u2019 Clitic Errors in Turkish","display_name":"The Role of Contextual Word Embeddings in Correcting the \u2018de/da\u2019 Clitic Errors in Turkish","publication_year":2020,"publication_date":"2020-10-05","ids":{"openalex":"https://openalex.org/W3120869030","doi":"https://doi.org/10.1109/siu49456.2020.9302477","mag":"3120869030"},"language":"en","primary_location":{"id":"doi:10.1109/siu49456.2020.9302477","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu49456.2020.9302477","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 28th Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"},"type":"article","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/A5028307812","display_name":"H. Ozturk","orcid":"https://orcid.org/0000-0001-9916-1485"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hasan \u00d6zt\u00fcrk","raw_affiliation_strings":["Bo&#x011F;azi&#x00E7;i &#x00DC;niversitesi,Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc,&#x0130;stanbul,T&#x00FC;rkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bo&#x011F;azi&#x00E7;i &#x00DC;niversitesi,Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc,&#x0130;stanbul,T&#x00FC;rkiye","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046913871","display_name":"Alperen De\u011firmenci","orcid":"https://orcid.org/0000-0003-4175-993X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alperen De\u011firmenci","raw_affiliation_strings":["Bo&#x011F;azi&#x00E7;i &#x00DC;niversitesi,Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc,&#x0130;stanbul,T&#x00FC;rkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bo&#x011F;azi&#x00E7;i &#x00DC;niversitesi,Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc,&#x0130;stanbul,T&#x00FC;rkiye","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089046382","display_name":"Onur G\u00fcng\u00f6r","orcid":"https://orcid.org/0000-0002-7843-1439"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Onur G\u00fcng\u00f6r","raw_affiliation_strings":["Bo&#x011F;azi&#x00E7;i &#x00DC;niversitesi,Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc,&#x0130;stanbul,T&#x00FC;rkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bo&#x011F;azi&#x00E7;i &#x00DC;niversitesi,Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc,&#x0130;stanbul,T&#x00FC;rkiye","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074495136","display_name":"Suzan \u00dcsk\u00fcdarl\u0131","orcid":"https://orcid.org/0000-0002-0106-0182"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Suzan Uskudarli","raw_affiliation_strings":["Bo&#x011F;azi&#x00E7;i &#x00DC;niversitesi,Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc,&#x0130;stanbul,T&#x00FC;rkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bo&#x011F;azi&#x00E7;i &#x00DC;niversitesi,Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc,&#x0130;stanbul,T&#x00FC;rkiye","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2608,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.65621714,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":1.0,"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":1.0,"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":0.9994999766349792,"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/T13629","display_name":"Text Readability and Simplification","score":0.9994000196456909,"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/agglutinative-language","display_name":"Agglutinative language","score":0.8487032651901245},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8231367468833923},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.7220330834388733},{"id":"https://openalex.org/keywords/spelling","display_name":"Spelling","score":0.711220383644104},{"id":"https://openalex.org/keywords/turkish","display_name":"Turkish","score":0.7022320032119751},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.6791017651557922},{"id":"https://openalex.org/keywords/suffix","display_name":"Suffix","score":0.6637243032455444},{"id":"https://openalex.org/keywords/clitic","display_name":"Clitic","score":0.663554847240448},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6258761286735535},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5583528280258179},{"id":"https://openalex.org/keywords/spell","display_name":"Spell","score":0.5569305419921875},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4933244287967682},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.35201141238212585},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.30218613147735596},{"id":"https://openalex.org/keywords/morpheme","display_name":"Morpheme","score":0.08356654644012451},{"id":"https://openalex.org/keywords/history","display_name":"History","score":0.06770995259284973}],"concepts":[{"id":"https://openalex.org/C80875076","wikidata":"https://www.wikidata.org/wiki/Q171263","display_name":"Agglutinative language","level":3,"score":0.8487032651901245},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8231367468833923},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.7220330834388733},{"id":"https://openalex.org/C2777801307","wikidata":"https://www.wikidata.org/wiki/Q2088390","display_name":"Spelling","level":2,"score":0.711220383644104},{"id":"https://openalex.org/C2781121862","wikidata":"https://www.wikidata.org/wiki/Q256","display_name":"Turkish","level":2,"score":0.7022320032119751},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.6791017651557922},{"id":"https://openalex.org/C2779804580","wikidata":"https://www.wikidata.org/wiki/Q102047","display_name":"Suffix","level":2,"score":0.6637243032455444},{"id":"https://openalex.org/C2779627504","wikidata":"https://www.wikidata.org/wiki/Q213458","display_name":"Clitic","level":2,"score":0.663554847240448},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6258761286735535},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5583528280258179},{"id":"https://openalex.org/C2780957641","wikidata":"https://www.wikidata.org/wiki/Q1999796","display_name":"Spell","level":2,"score":0.5569305419921875},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4933244287967682},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.35201141238212585},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.30218613147735596},{"id":"https://openalex.org/C165297611","wikidata":"https://www.wikidata.org/wiki/Q43249","display_name":"Morpheme","level":2,"score":0.08356654644012451},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.06770995259284973},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/siu49456.2020.9302477","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu49456.2020.9302477","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 28th Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7599999904632568,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2079735306","https://openalex.org/W2144578941","https://openalex.org/W2153579005","https://openalex.org/W2250539671","https://openalex.org/W2251448372","https://openalex.org/W2296283641","https://openalex.org/W2726647607","https://openalex.org/W2880875857","https://openalex.org/W2963341956","https://openalex.org/W2963667932","https://openalex.org/W2964121744","https://openalex.org/W2983640718"],"related_works":["https://openalex.org/W2131840548","https://openalex.org/W2793631016","https://openalex.org/W2006151038","https://openalex.org/W3140870753","https://openalex.org/W3156242233","https://openalex.org/W2897142519","https://openalex.org/W363292665","https://openalex.org/W3120869030","https://openalex.org/W4229450305","https://openalex.org/W2885301267"],"abstract_inverted_index":{"One":[0],"of":[1,93],"the":[2,11,17,91,145],"most":[3],"common":[4],"spelling":[5,33],"errors":[6,54],"in":[7,126],"Turkish":[8,43,120],"is":[9,44],"regarding":[10],"clitic":[12],"`de/da'.":[13],"People":[14],"often":[15],"misspell":[16],"`de/da'":[18],"either":[19],"by":[20,32],"treating":[21],"it":[22,28,34,37],"as":[23],"a":[24,40,45,77,94,113,119,123,129],"suffix":[25],"inappropriately":[26],"when":[27,36],"should":[29,38],"not,":[30],"or":[31],"seperately":[35],"be":[39],"suffix.":[41],"Since":[42],"morphologically":[46],"rich":[47],"agglutinative":[48],"language,":[49],"detecting":[50],"and":[51,107],"identifying":[52],"such":[53,68],"are":[55,141],"difficult.":[56],"As":[57],"such,":[58],"many":[59],"widely":[60],"used":[61],"spell":[62],"correction":[63],"tools":[64],"do":[65],"not":[66],"handle":[67],"mistakes":[69],"well.":[70],"In":[71],"this":[72,139],"work,":[73],"we":[74],"show":[75],"that":[76,81,89,115],"sequence":[78],"tagger":[79],"model":[80,84],"employs":[82],"BERT":[83],"which":[85],"produces":[86],"word":[87,95,103,135],"embeddings":[88,104,136],"consider":[90],"context":[92],"obtains":[96],"higher":[97],"performance":[98],"compared":[99],"to":[100,128],"using":[101,122],"non-contextual":[102],"instead.":[105],"Training":[106],"evaluation":[108],"tasks":[109],"were":[110],"performed":[111],"with":[112,144],"dataset":[114],"was":[116],"derived":[117],"from":[118],"corpus":[121],"special":[124],"process":[125],"addition":[127],"manually":[130],"curated":[131],"one.":[132],"The":[133],"contextual":[134],"obtained":[137],"during":[138],"task":[140],"publicly":[142],"shared":[143],"research":[146],"community.":[147]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
