{"id":"https://openalex.org/W2990216516","doi":"https://doi.org/10.3233/faia190153","title":"Analyzing Distances in Word Embeddings and Their Relation with Seme Analysis","display_name":"Analyzing Distances in Word Embeddings and Their Relation with Seme Analysis","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2990216516","doi":"https://doi.org/10.3233/faia190153","mag":"2990216516"},"language":"en","primary_location":{"id":"doi:10.3233/faia190153","is_oa":false,"landing_page_url":"https://doi.org/10.3233/faia190153","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/2117/188023","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5116360546","display_name":"Gij\u00f3n Agudo Manuel","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Gij\u00f3n Agudo Manuel","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116360547","display_name":"Vilalta Arias Armand","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vilalta Arias Armand","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5116360548","display_name":"Garcia-Gasulla Dario","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Garcia-Gasulla Dario","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5116360546"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23036223,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"407","last_page":"416"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9997000098228455,"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/T12031","display_name":"Speech and dialogue systems","score":0.9961000084877014,"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":0.7436380386352539},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.702336311340332},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.3701782822608948},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3097172975540161},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.08826866745948792},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.043748944997787476}],"concepts":[{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.7436380386352539},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.702336311340332},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.3701782822608948},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3097172975540161},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.08826866745948792},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.043748944997787476}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3233/faia190153","is_oa":false,"landing_page_url":"https://doi.org/10.3233/faia190153","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},{"id":"pmh:oai:upcommons.upc.edu:2117/188023","is_oa":true,"landing_page_url":"https://hdl.handle.net/2117/188023","pdf_url":"http://hdl.handle.net/2117/188023","source":{"id":"https://openalex.org/S4210207057","display_name":"QRU Quaderns de Recerca en Urbanisme","issn_l":"2014-9689","issn":["2014-9689","2385-6777"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310322448","host_organization_name":"Q71272178","host_organization_lineage":["https://openalex.org/P4310322448"],"host_organization_lineage_names":["Q71272178"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"mag:2990216516","is_oa":false,"landing_page_url":"https://upcommons.upc.edu/bitstream/2117/188023/1/Manuel_TFM_CCIA_19.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:upcommons.upc.edu:2117/188023","is_oa":true,"landing_page_url":"https://hdl.handle.net/2117/188023","pdf_url":"http://hdl.handle.net/2117/188023","source":{"id":"https://openalex.org/S4210207057","display_name":"QRU Quaderns de Recerca en Urbanisme","issn_l":"2014-9689","issn":["2014-9689","2385-6777"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310322448","host_organization_name":"Q71272178","host_organization_lineage":["https://openalex.org/P4310322448"],"host_organization_lineage_names":["Q71272178"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"score":0.47999998927116394,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2990216516.pdf","grobid_xml":"https://content.openalex.org/works/W2990216516.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W295894637","https://openalex.org/W1614298861","https://openalex.org/W2081580037","https://openalex.org/W2131571251","https://openalex.org/W2147717514","https://openalex.org/W2250189634","https://openalex.org/W2250539671","https://openalex.org/W2483215953","https://openalex.org/W2510403706","https://openalex.org/W2592563856","https://openalex.org/W2609517418","https://openalex.org/W2957289806","https://openalex.org/W2963472233","https://openalex.org/W2963850840","https://openalex.org/W4294170691","https://openalex.org/W4386506836"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4234874385","https://openalex.org/W2390279801","https://openalex.org/W2323648130","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2157140558"],"abstract_inverted_index":{"Word":[0],"embeddings":[1,28],"have":[2],"recently":[3],"become":[4],"a":[5,52,116],"fundamental":[6],"tool":[7],"of":[8,45,59,75,99,129],"Natural":[9],"Language":[10],"Processing,":[11],"with":[12],"application":[13],"to":[14],"tasks":[15],"like":[16,67,83],"machine":[17],"translation":[18],"or":[19,134],"image":[20],"annotation.":[21],"The":[22],"high-dimensional":[23],"space":[24],"defined":[25],"by":[26],"these":[27],"is":[29],"typically":[30],"explored":[31],"and":[32,69,106,112,119,136,147],"exploited":[33],"through":[34],"distance-based":[35],"operations.":[36],"In":[37],"this":[38],"paper":[39],"we":[40,62,114],"work":[41,132],"on":[42,140],"the":[43,73,77,89,104,141],"problem":[44],"finding":[46],"words":[47],"related":[48],"between":[49,79],"them":[50,100,131],"in":[51,64,103],"text":[53],"embedding.":[54],"This":[55],"relationship":[56],"can":[57],"be":[58],"different":[60,96],"kind,":[61],"focus":[63],"semantic":[65],"relations":[66],"synonymy":[68],"antonym.":[70],"We":[71,94,124],"explore":[72],"idea":[74],"using":[76],"distance":[78],"norms":[80],"instead":[81],"of,":[82],"other":[84],"authors":[85],"has":[86],"done":[87],"before,":[88],"vector":[90],"that":[91],"units":[92],"them.":[93],"present":[95],"norms,":[97],"some":[98],"well":[101],"known":[102],"literature":[105],"others":[107],"no":[108],"so":[109],"widely":[110],"used":[111,144],"also":[113,125],"introduce":[115],"new":[117],"one":[118],"its":[120],"theoretical":[121],"mathematical":[122],"framework.":[123],"give":[126],"an":[127],"explanation":[128],"why":[130],"properly":[133],"not":[135],"compare":[137],"their":[138],"performance":[139],"two":[142],"most":[143],"embeddings,":[145],"GloVe":[146],"Word2Vec.":[148]},"counts_by_year":[],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2019-12-05T00:00:00"}