{"id":"https://openalex.org/W4392941823","doi":"https://doi.org/10.1109/bcd57833.2023.10466289","title":"Zero-Shot Sentiment Analysis Exploring BART Models","display_name":"Zero-Shot Sentiment Analysis Exploring BART Models","publication_year":2023,"publication_date":"2023-12-14","ids":{"openalex":"https://openalex.org/W4392941823","doi":"https://doi.org/10.1109/bcd57833.2023.10466289"},"language":"en","primary_location":{"id":"doi:10.1109/bcd57833.2023.10466289","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bcd57833.2023.10466289","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE/ACIS 8th International Conference on Big Data, Cloud Computing, and Data Science (BCD)","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/A5007682979","display_name":"Konstantinos Kyritsis","orcid":"https://orcid.org/0000-0003-0905-7786"},"institutions":[{"id":"https://openalex.org/I120729142","display_name":"Computer Technology Institute and Press \u201cDIOPHANTUS\u201d","ror":"https://ror.org/021nszj63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I120729142","https://openalex.org/I4210154149"]},{"id":"https://openalex.org/I158716096","display_name":"University of Peloponnese","ror":"https://ror.org/04d4d3c02","country_code":"GR","type":"education","lineage":["https://openalex.org/I158716096"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Konstantinos Kyritsis","raw_affiliation_strings":["University of Peloponnese,Computer Technology Institute and Press \"Diophantus\",Electrical and Computer Engineering Dept.,Patras,Greece","Electrical and Computer Engineering Dept., Computer Technology Institute and Press \"Diophantus\", University of Peloponnese, Patras, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Peloponnese,Computer Technology Institute and Press \"Diophantus\",Electrical and Computer Engineering Dept.,Patras,Greece","institution_ids":["https://openalex.org/I120729142","https://openalex.org/I158716096"]},{"raw_affiliation_string":"Electrical and Computer Engineering Dept., Computer Technology Institute and Press \"Diophantus\", University of Peloponnese, Patras, Greece","institution_ids":["https://openalex.org/I158716096","https://openalex.org/I120729142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013384377","display_name":"Isidoros Perikos","orcid":"https://orcid.org/0000-0002-6581-4676"},"institutions":[{"id":"https://openalex.org/I120729142","display_name":"Computer Technology Institute and Press \u201cDIOPHANTUS\u201d","ror":"https://ror.org/021nszj63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I120729142","https://openalex.org/I4210154149"]},{"id":"https://openalex.org/I158716096","display_name":"University of Peloponnese","ror":"https://ror.org/04d4d3c02","country_code":"GR","type":"education","lineage":["https://openalex.org/I158716096"]},{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Isidoros Perikos","raw_affiliation_strings":["University of Peloponnese,Computer Technology Institute and Press \"Diophantus\",Electrical and Computer Engineering Dept.,Patras,Greece","Computer Engineering and Informatics Department, University of Patras, Patras, Greece","Electrical and Computer Engineering Dept., Computer Technology Institute and Press \"Diophantus\", University of Peloponnese, Patras, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Peloponnese,Computer Technology Institute and Press \"Diophantus\",Electrical and Computer Engineering Dept.,Patras,Greece","institution_ids":["https://openalex.org/I120729142","https://openalex.org/I158716096"]},{"raw_affiliation_string":"Computer Engineering and Informatics Department, University of Patras, Patras, Greece","institution_ids":["https://openalex.org/I174878644"]},{"raw_affiliation_string":"Electrical and Computer Engineering Dept., Computer Technology Institute and Press \"Diophantus\", University of Peloponnese, Patras, Greece","institution_ids":["https://openalex.org/I158716096","https://openalex.org/I120729142"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023575472","display_name":"Michael Paraskevas","orcid":null},"institutions":[{"id":"https://openalex.org/I120729142","display_name":"Computer Technology Institute and Press \u201cDIOPHANTUS\u201d","ror":"https://ror.org/021nszj63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I120729142","https://openalex.org/I4210154149"]},{"id":"https://openalex.org/I158716096","display_name":"University of Peloponnese","ror":"https://ror.org/04d4d3c02","country_code":"GR","type":"education","lineage":["https://openalex.org/I158716096"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Michael Paraskevas","raw_affiliation_strings":["University of Peloponnese,Computer Technology Institute and Press \"Diophantus\",Electrical and Computer Engineering Dept.,Patras,Greece","Electrical and Computer Engineering Dept., Computer Technology Institute and Press \"Diophantus\", University of Peloponnese, Patras, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Peloponnese,Computer Technology Institute and Press \"Diophantus\",Electrical and Computer Engineering Dept.,Patras,Greece","institution_ids":["https://openalex.org/I120729142","https://openalex.org/I158716096"]},{"raw_affiliation_string":"Electrical and Computer Engineering Dept., Computer Technology Institute and Press \"Diophantus\", University of Peloponnese, Patras, Greece","institution_ids":["https://openalex.org/I158716096","https://openalex.org/I120729142"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4596,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.84881888,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"192","last_page":"197"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.8550999760627747,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.8550999760627747,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.7835000157356262,"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":0.7756999731063843,"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/zero","display_name":"Zero (linguistics)","score":0.636715829372406},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6170361042022705},{"id":"https://openalex.org/keywords/shot","display_name":"Shot (pellet)","score":0.575438916683197},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.4221844971179962},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3283834457397461},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.06688404083251953}],"concepts":[{"id":"https://openalex.org/C2780813799","wikidata":"https://www.wikidata.org/wiki/Q3274237","display_name":"Zero (linguistics)","level":2,"score":0.636715829372406},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6170361042022705},{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.575438916683197},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.4221844971179962},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3283834457397461},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.06688404083251953},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bcd57833.2023.10466289","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bcd57833.2023.10466289","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE/ACIS 8th International Conference on Big Data, Cloud Computing, and Data Science (BCD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1593643285","https://openalex.org/W2108281845","https://openalex.org/W2861161588","https://openalex.org/W2969275122","https://openalex.org/W2970200208","https://openalex.org/W3015123307","https://openalex.org/W3039554467","https://openalex.org/W3082619305","https://openalex.org/W3176188073","https://openalex.org/W4223591627","https://openalex.org/W4225916008","https://openalex.org/W4285787895","https://openalex.org/W4286216949","https://openalex.org/W4287689466","https://openalex.org/W4293528099","https://openalex.org/W4297094638","https://openalex.org/W6676568861","https://openalex.org/W6781905506","https://openalex.org/W6810405336"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2074502265","https://openalex.org/W4214877189","https://openalex.org/W2773965352","https://openalex.org/W2381179799","https://openalex.org/W2980279061","https://openalex.org/W2334685461","https://openalex.org/W3089396779","https://openalex.org/W2366718574","https://openalex.org/W2548633793"],"abstract_inverted_index":{"The":[0],"BART":[1,38,68],"model":[2],"is":[3],"an":[4],"advanced":[5],"adaptation":[6],"of":[7,65,78,112],"transformers":[8],"introduced":[9],"by":[10],"Facebook.":[11],"It":[12],"has":[13],"incorporated":[14],"elements":[15],"from":[16],"both":[17,33],"BERT":[18],"and":[19,28,35,55,69],"GPT":[20],"transformers,":[21],"enabling":[22],"significant":[23],"advancements":[24],"in":[25,75,120],"language":[26],"understanding":[27],"general":[29],"speech":[30],"processing.":[31],"Utilizing":[32],"encoder":[34],"decoder":[36],"components,":[37],"proves":[39],"versatile":[40],"for":[41,123],"various":[42,94],"tasks,":[43],"including":[44],"translation,":[45],"text":[46],"completion,":[47],"automatic":[48],"sentence":[49],"generation,":[50],"entity":[51],"recognition,":[52],"sentiment":[53],"analysis,":[54],"more.":[56],"In":[57,82],"this":[58,124],"study,":[59],"we":[60,86,105,107],"focus":[61],"on":[62,102],"the":[63,76,83,89,103,117,129],"study":[64,85],"pretrained":[66,95],"models,":[67],"a":[70],"modified":[71],"version":[72],"called":[73],"distilbart,":[74],"context":[77],"Zero-Shot":[79,90,130],"Text":[80,131],"Classification.":[81],"experimental":[84],"dive":[87],"into":[88],"technique":[91],"applied":[92],"to":[93,114],"Transformers.":[96],"Our":[97],"analysis":[98],"demonstrates":[99],"that,":[100],"depending":[101],"Model":[104],"utilize,":[106],"can":[108],"achieve":[109],"F1":[110],"scores":[111],"up":[113],"88%,":[115],"showcasing":[116],"model's":[118],"effectiveness":[119],"discerning":[121],"classes":[122],"Sentiment":[125],"Analysis":[126],"problem":[127],"using":[128],"Classification":[132],"technique.":[133]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}