{"id":"https://openalex.org/W2903247705","doi":"https://doi.org/10.23919/softcom.2018.8555822","title":"Development and Evaluation of Word Embeddings for Morphologically Rich Languages","display_name":"Development and Evaluation of Word Embeddings for Morphologically Rich Languages","publication_year":2018,"publication_date":"2018-09-01","ids":{"openalex":"https://openalex.org/W2903247705","doi":"https://doi.org/10.23919/softcom.2018.8555822","mag":"2903247705"},"language":"en","primary_location":{"id":"doi:10.23919/softcom.2018.8555822","is_oa":false,"landing_page_url":"https://doi.org/10.23919/softcom.2018.8555822","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 26th International Conference on Software, Telecommunications and Computer Networks (SoftCOM)","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/A5043739171","display_name":"Daniel Vasi\u0107","orcid":"https://orcid.org/0000-0002-7713-8396"},"institutions":[{"id":"https://openalex.org/I150934001","display_name":"University of Mostar","ror":"https://ror.org/00v89p354","country_code":"BA","type":"education","lineage":["https://openalex.org/I150934001"]}],"countries":["BA"],"is_corresponding":true,"raw_author_name":"Daniel Vasic","raw_affiliation_strings":["Faculty of Science and Education, University of Mostar, Mostar, Bosnia and Herzegovina"],"affiliations":[{"raw_affiliation_string":"Faculty of Science and Education, University of Mostar, Mostar, Bosnia and Herzegovina","institution_ids":["https://openalex.org/I150934001"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028454534","display_name":"Emil Brajkovi\u0107","orcid":"https://orcid.org/0000-0002-1726-2029"},"institutions":[{"id":"https://openalex.org/I150934001","display_name":"University of Mostar","ror":"https://ror.org/00v89p354","country_code":"BA","type":"education","lineage":["https://openalex.org/I150934001"]}],"countries":["BA"],"is_corresponding":false,"raw_author_name":"Emil Brajkovic","raw_affiliation_strings":["Faculty of Science and Education, University of Mostar, Mostar, Bosnia and Herzegovina"],"affiliations":[{"raw_affiliation_string":"Faculty of Science and Education, University of Mostar, Mostar, Bosnia and Herzegovina","institution_ids":["https://openalex.org/I150934001"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5043739171"],"corresponding_institution_ids":["https://openalex.org/I150934001"],"apc_list":null,"apc_paid":null,"fwci":0.3376,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.70003438,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9998000264167786,"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/T10028","display_name":"Topic Modeling","score":0.9998000264167786,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9998000264167786,"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":0.9973999857902527,"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/computer-science","display_name":"Computer science","score":0.836383044719696},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.7192455530166626},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.650131106376648},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6288831830024719},{"id":"https://openalex.org/keywords/language-identification","display_name":"Language identification","score":0.473865270614624},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.46621212363243103},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.42707282304763794},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.4257192313671112}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.836383044719696},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.7192455530166626},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.650131106376648},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6288831830024719},{"id":"https://openalex.org/C129792486","wikidata":"https://www.wikidata.org/wiki/Q1050419","display_name":"Language identification","level":3,"score":0.473865270614624},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.46621212363243103},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.42707282304763794},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.4257192313671112},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/softcom.2018.8555822","is_oa":false,"landing_page_url":"https://doi.org/10.23919/softcom.2018.8555822","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 26th International Conference on Software, Telecommunications and Computer Networks (SoftCOM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.6000000238418579,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1489410353","https://openalex.org/W1614298861","https://openalex.org/W2004429519","https://openalex.org/W2187089797","https://openalex.org/W2250539671","https://openalex.org/W2467908175","https://openalex.org/W2553062001","https://openalex.org/W2563351168","https://openalex.org/W2761529087","https://openalex.org/W2768909088","https://openalex.org/W2788784374","https://openalex.org/W2882319491","https://openalex.org/W2950577311","https://openalex.org/W2952230511","https://openalex.org/W2962772361","https://openalex.org/W2963526613","https://openalex.org/W4294367149","https://openalex.org/W4297801177","https://openalex.org/W6629151767","https://openalex.org/W6683738474","https://openalex.org/W6745949188","https://openalex.org/W6747248625","https://openalex.org/W6748304040"],"related_works":["https://openalex.org/W2044769131","https://openalex.org/W3213549959","https://openalex.org/W3129739276","https://openalex.org/W226586525","https://openalex.org/W3108387573","https://openalex.org/W3082797515","https://openalex.org/W4226226396","https://openalex.org/W3153750606","https://openalex.org/W2567044968","https://openalex.org/W4308854837"],"abstract_inverted_index":{"Recent":[0],"advancements":[1],"in":[2,30,34,146,155,165,174,257],"natural":[3,14,178,183],"language":[4,15,50,54,57,69,169,179,184,259],"processing":[5],"(NLP)":[6],"improved":[7],"many":[8,175],"systems":[9,176],"that":[10,41,63,105],"were":[11],"relying":[12],"on":[13,99,108],"to":[16,45],"achieve":[17],"better":[18],"communication":[19],"with":[20,120,136],"user":[21],"using":[22],"this":[23,77,147],"system.":[24],"One":[25],"of":[26,32,39,115,122,162,221,241,254,262],"the":[27,95,113,123,190,201,215,222,230,248,252],"main":[28],"problem":[29],"application":[31],"NLP":[33],"multiple":[35],"languages":[36,89],"is":[37,51,106,187],"lack":[38],"tools":[40,170,256],"can":[42,171],"be":[43,150,172,212],"used":[44,62,151],"develop":[46],"such":[47,90,139,205],"systems.":[48],"Croatian":[49,166,245,258],"highly":[52],"inflected":[53],"from":[55],"Slavic":[56],"family":[58],"and":[59,182,207,239,260],"traditional":[60],"models":[61,127,138,158,202,224],"give":[64,193,234],"great":[65],"results":[66],"for":[67,72,82,86,128,152,159,203,225,237,244],"English":[68,109,129],"behave":[70],"poorly":[71],"morphology":[73],"rich":[74,88],"languages.":[75],"In":[76,112,189,214,229,247],"article":[78,148],"we":[79,118,192,218,233,250],"present":[80],"model":[81],"creating":[83,204,226],"word":[84,97,102,116,125,143,197,227,242],"embeddings":[85,98,117,144,243],"morphologically":[87],"as":[91,140],"Croatian.":[92],"We":[93,131],"evaluate":[94,133],"generated":[96],"newly":[100],"created":[101,145],"similarity":[103,110],"corpus,":[104],"based":[107],"corpus.":[111],"evaluation":[114,240],"compare":[119],"two":[121],"best":[124,223],"representation":[126],"language.":[130,167,246],"also":[132],"our":[134],"approach":[135],"multi-language":[137],"FastText.":[141],"The":[142],"will":[149],"developing":[153,255],"component":[154],"training":[156],"neural":[157],"semantic":[160],"understanding":[161,180],"sentences":[163],"written":[164],"These":[168],"utilized":[173],"where":[177,208],"(NLU)":[181],"generation":[185],"(NLG)":[186],"needed.":[188],"introduction":[191],"global":[194],"insight":[195],"about":[196],"embeddings,":[198],"what":[199],"are":[200],"representations":[206,210],"these":[209],"could":[211],"used.":[213],"second":[216],"section":[217,232],"mention":[219],"some":[220],"embeddings.":[228],"third":[231],"a":[235],"frame-work":[236],"development":[238],"conclusion":[249],"emphasis":[251],"importance":[253],"announcement":[261],"future":[263],"research.":[264]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-03-15T09:29:46.208133","created_date":"2025-10-10T00:00:00"}