{"id":"https://openalex.org/W6983509124","doi":null,"title":"Modelos contextuales e incontextuales de palabras para Twitter","display_name":"Modelos contextuales e incontextuales de palabras para Twitter","publication_year":2020,"publication_date":"2020-10-02","ids":{"openalex":"https://openalex.org/W6983509124"},"language":"es","primary_location":{"id":"pmh:oai:riunet.upv.es:10251/151024","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10251/151024","pdf_url":"http://hdl.handle.net/10251/151024","source":{"id":"https://openalex.org/S4306400639","display_name":"RiuNet (Universitat Polit\u00e8cnica de Val\u00e8ncia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I60053951","host_organization_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","host_organization_lineage":["https://openalex.org/I60053951"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/bachelorThesis"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10251/151024","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028326512","display_name":"Jos\u00e9 Arias Moncho","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Arias Moncho, Jose","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5028326512"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"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":true,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.8353999853134155,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.8353999853134155,"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":0.16220000386238098,"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":0.00039999998989515007,"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/contextualized-word-embeddings","display_name":"contextual word embeddings","score":0.7609999775886536},{"id":"https://openalex.org/keywords/word2vec","display_name":"Word2Vec","score":0.9279999732971191},{"id":"https://openalex.org/keywords/twitter","display_name":"Twitter","score":0.7329999804496765},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"sentiment analysis","score":0.9169999957084656},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"emotion recognition","score":0.9959999918937683},{"id":"https://openalex.org/keywords/semantic-analysis","display_name":"semantic analysis","score":0.628000020980835}],"concepts":[{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.546999990940094},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.43970000743865967},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.2833000123500824},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.26980000734329224},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.26409998536109924},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2393999993801117},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.22529999911785126},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.21729999780654907},{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.20020000636577606},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.19769999384880066}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:riunet.upv.es:10251/151024","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10251/151024","pdf_url":"http://hdl.handle.net/10251/151024","source":{"id":"https://openalex.org/S4306400639","display_name":"RiuNet (Universitat Polit\u00e8cnica de Val\u00e8ncia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I60053951","host_organization_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","host_organization_lineage":["https://openalex.org/I60053951"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/bachelorThesis"},{"id":"pmh:oai:hispana.mcu.es:62375375","doi":null,"is_oa":true,"landing_page_url":"https://riunet.upv.es/handle/10251/151024","pdf_url":null,"source":{"id":"https://openalex.org/S4377196108","display_name":"Hispana","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/bachelorThesis"},{"id":"pmh:oai:hispana.mcu.es:63064446","doi":null,"is_oa":true,"landing_page_url":"https://hispana.mcu.es/es/registros/registro.do?tipoRegistro=MTD&idBib=63064446","pdf_url":null,"source":{"id":"https://openalex.org/S4377196108","display_name":"Hispana","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/bachelorThesis"}],"best_oa_location":{"id":"pmh:oai:riunet.upv.es:10251/151024","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10251/151024","pdf_url":"http://hdl.handle.net/10251/151024","source":{"id":"https://openalex.org/S4306400639","display_name":"RiuNet (Universitat Polit\u00e8cnica de Val\u00e8ncia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I60053951","host_organization_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","host_organization_lineage":["https://openalex.org/I60053951"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/bachelorThesis"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W6983509124.pdf","grobid_xml":"https://content.openalex.org/works/W6983509124.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W1614298861","https://openalex.org/W1832693441","https://openalex.org/W1836465849","https://openalex.org/W2064675550","https://openalex.org/W2117130368","https://openalex.org/W2130942839","https://openalex.org/W2133564696","https://openalex.org/W2250473257","https://openalex.org/W2493916176","https://openalex.org/W2626778328","https://openalex.org/W2798812533","https://openalex.org/W2799054028","https://openalex.org/W2805744755","https://openalex.org/W2965373594","https://openalex.org/W2975059944","https://openalex.org/W2996035354","https://openalex.org/W3023786569","https://openalex.org/W3030163527"],"related_works":["https://openalex.org/W2995525684","https://openalex.org/W7020712917","https://openalex.org/W2473593971","https://openalex.org/W7207359162","https://openalex.org/W7092184023","https://openalex.org/W4413821941","https://openalex.org/W7055649440","https://openalex.org/W7207237816","https://openalex.org/W4309197929","https://openalex.org/W2955603559"],"abstract_inverted_index":{"[ES]":[0],"En":[1,26],"este":[2,100],"trabajo":[3,101],"se":[4,28,57],"exploran":[5],"modelos":[6,36,109,139],"incontextuales":[7],"y":[8,17,32,38,44,84,119],"contextuales":[9],"para":[10],"generar":[11],"representaciones":[12],"vectoriales":[13],"continuas":[14],"de":[15,21,35,42,48,54,63,66,70,86,95,108,117,127,134],"palabras":[16],"utilizarlas":[18],"en":[19,60,99,114,141,148],"tareas":[20,126],"procesamiento":[22,128],"del":[23,72,129],"lenguaje":[24,130],"natural.":[25],"concreto,":[27],"estudia":[29],"el":[30,61],"entrenamiento":[31],"la":[33,46,67,93,115],"aplicaci\u00f3n":[34],"Word2Vec":[37],"TWilBERT":[39],"al":[40],"an\u00e1lisis":[41],"sentimientos":[43],"a":[45,104],"detecci\u00f3n":[47],"emociones.":[49],"Para":[50],"validar":[51],"los":[52,79,105,138],"resultados":[53,77],"ambos":[55,118],"enfoques,":[56],"ha":[58],"participado":[59],"Taller":[62],"An\u00e1lisis":[64],"Sem\u00e1ntico":[65],"Sociedad":[68],"Espa\u00f1ola":[69],"Procesamiento":[71],"Lenguaje":[73],"Natural,":[74],"comparando":[75],"dichos":[76],"con":[78,102],"obtenidos":[80],"por":[81],"otras":[82],"universidades":[83],"equipos":[85],"investigaci\u00f3n.":[87],"\\n":[88],"\\nPor":[89],"\u00faltimo,":[90],"cabe":[91],"destacar":[92],"importancia":[94],"las":[96,112,125],"comparativas":[97],"realizadas":[98],"respecto":[103],"dos":[106],"tipos":[107],"utilizados,":[110],"mostrando":[111],"diferencias":[113],"potencia":[116],"tambi\u00e9n":[120],"lo":[121],"distintas":[122],"que":[123,137],"son":[124],"natural":[131],"entre":[132],"ellas,":[133],"tal":[135],"forma":[136],"competitivos":[140],"una":[142],"tarea":[143],"pueden":[144],"no":[145],"serlo":[146],"tanto":[147],"otra.":[149]},"counts_by_year":[],"updated_date":"2026-11-11T12:16:26.678958","created_date":"2025-10-10T00:00:00"}