{"id":"https://openalex.org/W4389100006","doi":"https://doi.org/10.3390/fi15120384","title":"Enhancements in BlenderBot 3: Expanding Beyond a Singular Model Governance and Boosting Generational Performance","display_name":"Enhancements in BlenderBot 3: Expanding Beyond a Singular Model Governance and Boosting Generational Performance","publication_year":2023,"publication_date":"2023-11-28","ids":{"openalex":"https://openalex.org/W4389100006","doi":"https://doi.org/10.3390/fi15120384"},"language":"en","primary_location":{"id":"doi:10.3390/fi15120384","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/fi15120384","pdf_url":"https://www.mdpi.com/1999-5903/15/12/384/pdf?version=1701314951","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-5903/15/12/384/pdf?version=1701314951","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072875095","display_name":"Ond\u0159ej Kobza","orcid":null},"institutions":[{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Ondrej Kobza","raw_affiliation_strings":["Czech Institute of Informatics, Robotics and Cybernetics, Czech Technical University, 156 00 Prague, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Czech Institute of Informatics, Robotics and Cybernetics, Czech Technical University, 156 00 Prague, Czech Republic","institution_ids":["https://openalex.org/I44504214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022071541","display_name":"David Herel","orcid":"https://orcid.org/0009-0000-1861-3778"},"institutions":[{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"David Herel","raw_affiliation_strings":["Czech Institute of Informatics, Robotics and Cybernetics, Czech Technical University, 156 00 Prague, Czech Republic"],"raw_orcid":"https://orcid.org/0009-0000-1861-3778","affiliations":[{"raw_affiliation_string":"Czech Institute of Informatics, Robotics and Cybernetics, Czech Technical University, 156 00 Prague, Czech Republic","institution_ids":["https://openalex.org/I44504214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002623079","display_name":"Jan Cuhel","orcid":null},"institutions":[{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Jan Cuhel","raw_affiliation_strings":["Czech Institute of Informatics, Robotics and Cybernetics, Czech Technical University, 156 00 Prague, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Czech Institute of Informatics, Robotics and Cybernetics, Czech Technical University, 156 00 Prague, Czech Republic","institution_ids":["https://openalex.org/I44504214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071637883","display_name":"Tommaso Gargiani","orcid":null},"institutions":[{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Tommaso Gargiani","raw_affiliation_strings":["Czech Institute of Informatics, Robotics and Cybernetics, Czech Technical University, 156 00 Prague, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Czech Institute of Informatics, Robotics and Cybernetics, Czech Technical University, 156 00 Prague, Czech Republic","institution_ids":["https://openalex.org/I44504214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065270049","display_name":"Jan Pichl","orcid":"https://orcid.org/0000-0002-8401-4535"},"institutions":[{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Jan Pichl","raw_affiliation_strings":["Czech Institute of Informatics, Robotics and Cybernetics, Czech Technical University, 156 00 Prague, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0002-8401-4535","affiliations":[{"raw_affiliation_string":"Czech Institute of Informatics, Robotics and Cybernetics, Czech Technical University, 156 00 Prague, Czech Republic","institution_ids":["https://openalex.org/I44504214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004183420","display_name":"Petr Marek","orcid":"https://orcid.org/0000-0002-5761-8966"},"institutions":[{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Petr Marek","raw_affiliation_strings":["Czech Institute of Informatics, Robotics and Cybernetics, Czech Technical University, 156 00 Prague, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Czech Institute of Informatics, Robotics and Cybernetics, Czech Technical University, 156 00 Prague, Czech Republic","institution_ids":["https://openalex.org/I44504214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020522061","display_name":"Jakub Konr\u00e1d","orcid":null},"institutions":[{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Jakub Konrad","raw_affiliation_strings":["Czech Institute of Informatics, Robotics and Cybernetics, Czech Technical University, 156 00 Prague, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Czech Institute of Informatics, Robotics and Cybernetics, Czech Technical University, 156 00 Prague, Czech Republic","institution_ids":["https://openalex.org/I44504214"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008941266","display_name":"J\u00e1n \u0160ediv\u00fd","orcid":"https://orcid.org/0000-0003-0626-2303"},"institutions":[{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Jan Sedivy","raw_affiliation_strings":["Czech Institute of Informatics, Robotics and Cybernetics, Czech Technical University, 156 00 Prague, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Czech Institute of Informatics, Robotics and Cybernetics, Czech Technical University, 156 00 Prague, Czech Republic","institution_ids":["https://openalex.org/I44504214"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5008941266"],"corresponding_institution_ids":["https://openalex.org/I44504214"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.5503,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.771609,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"15","issue":"12","first_page":"384","last_page":"384"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9952999949455261,"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/T12128","display_name":"AI in Service Interactions","score":0.9919000267982483,"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":0.9173368215560913},{"id":"https://openalex.org/keywords/occam","display_name":"occam","score":0.7074848413467407},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.6480220556259155},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.5419301986694336},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.5253115296363831},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4549720585346222},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.4436759948730469},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.44328033924102783},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42823830246925354},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33822911977767944},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.23342397809028625},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.2131417989730835}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9173368215560913},{"id":"https://openalex.org/C78469957","wikidata":"https://www.wikidata.org/wiki/Q838062","display_name":"occam","level":2,"score":0.7074848413467407},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6480220556259155},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.5419301986694336},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.5253115296363831},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4549720585346222},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.4436759948730469},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.44328033924102783},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42823830246925354},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33822911977767944},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.23342397809028625},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.2131417989730835},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/fi15120384","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/fi15120384","pdf_url":"https://www.mdpi.com/1999-5903/15/12/384/pdf?version=1701314951","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:gam:jftint:v:15:y:2023:i:12:p:384-:d:1289522","is_oa":false,"landing_page_url":"https://www.mdpi.com/1999-5903/15/12/384/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:70d50b357ab64c0f8aaa891ead2ad8fb","is_oa":true,"landing_page_url":"https://doaj.org/article/70d50b357ab64c0f8aaa891ead2ad8fb","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Future Internet, Vol 15, Iss 12, p 384 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1999-5903/15/12/384/","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi15120384","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Future Internet","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/fi15120384","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/fi15120384","pdf_url":"https://www.mdpi.com/1999-5903/15/12/384/pdf?version=1701314951","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4389100006.pdf","grobid_xml":"https://content.openalex.org/works/W4389100006.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W2923014074","https://openalex.org/W2951583236","https://openalex.org/W2972156721","https://openalex.org/W3034999214","https://openalex.org/W3099700870","https://openalex.org/W3105966348","https://openalex.org/W3155584966","https://openalex.org/W3155807546","https://openalex.org/W3156789018","https://openalex.org/W3186138538","https://openalex.org/W3186804217","https://openalex.org/W4309674289","https://openalex.org/W4378587074","https://openalex.org/W4385573862","https://openalex.org/W6761505108"],"related_works":["https://openalex.org/W4365211920","https://openalex.org/W3014948380","https://openalex.org/W2944746750","https://openalex.org/W4380551139","https://openalex.org/W2280377497","https://openalex.org/W3174044702","https://openalex.org/W4238433571","https://openalex.org/W2967848559","https://openalex.org/W4283803360","https://openalex.org/W4317695495"],"abstract_inverted_index":{"This":[0],"paper":[1],"provides":[2],"a":[3,13,25,58,103],"pioneering":[4],"examination":[5],"and":[6,45,74,114],"enhancement":[7],"of":[8,28,36,64,88,117],"generative":[9],"chat":[10],"models,":[11,38],"with":[12,24,79],"specific":[14],"focus":[15],"on":[16],"the":[17,33,62,115],"BlenderBot":[18],"3":[19],"model.":[20],"Through":[21],"meticulous":[22],"interaction":[23],"diverse":[26],"set":[27],"human":[29],"participants,":[30],"we":[31,51,120],"dissected":[32],"fundamental":[34],"components":[35],"these":[37,49],"unveiling":[39],"several":[40],"deficiencies,":[41],"including":[42],"long-term":[43],"memory":[44],"entity":[46],"recognition.":[47],"Leveraging":[48],"insights,":[50],"engineered":[52],"refined,":[53],"streamlined":[54],"iterations,":[55],"culminating":[56],"in":[57,102],"chatbot":[59],"that":[60],"transcends":[61],"capabilities":[63],"all":[65],"existing":[66],"models.":[67],"Our":[68],"work":[69],"follows":[70],"Occam\u2019s":[71],"razor":[72],"principle":[73],"proves":[75],"that,":[76],"for":[77],"tasks":[78],"relatively":[80],"low":[81],"complexity,":[82],"using":[83],"large":[84],"overparameterized":[85],"models":[86],"instead":[87],"smaller":[89],"ones":[90],"does":[91],"not":[92],"bring":[93],"significant":[94],"benefits":[95],"but":[96],"increases":[97],"latency,":[98],"which":[99],"may":[100],"result":[101],"lowered":[104],"overall":[105],"user":[106],"experience.":[107],"In":[108],"upholding":[109],"our":[110,123],"commitment":[111],"to":[112],"transparency":[113],"progression":[116],"shared":[118],"knowledge,":[119],"have":[121],"made":[122],"improved":[124],"model":[125],"universally":[126],"accessible":[127],"through":[128],"open-source":[129],"distribution.":[130]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}