{"id":"https://openalex.org/W4392361899","doi":"https://doi.org/10.1007/s42484-024-00141-8","title":"Quantum transfer learning for acceptability judgements","display_name":"Quantum transfer learning for acceptability judgements","publication_year":2024,"publication_date":"2024-03-04","ids":{"openalex":"https://openalex.org/W4392361899","doi":"https://doi.org/10.1007/s42484-024-00141-8"},"language":"en","primary_location":{"id":"doi:10.1007/s42484-024-00141-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s42484-024-00141-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s42484-024-00141-8.pdf","source":{"id":"https://openalex.org/S4210217596","display_name":"Quantum Machine Intelligence","issn_l":"2524-4906","issn":["2524-4906","2524-4914"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Quantum Machine Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s42484-024-00141-8.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014678793","display_name":"Giuseppe Buonaiuto","orcid":null},"institutions":[{"id":"https://openalex.org/I3005160176","display_name":"Institute for High Performance Computing and Networking","ror":"https://ror.org/04r5fge26","country_code":"IT","type":"facility","lineage":["https://openalex.org/I3005160176","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Giuseppe Buonaiuto","raw_affiliation_strings":["National Research Council of Italy (CNR), Institute for High Performance Computing and Networking (ICAR), 80131, Naples, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Research Council of Italy (CNR), Institute for High Performance Computing and Networking (ICAR), 80131, Naples, Italy","institution_ids":["https://openalex.org/I3005160176","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068426842","display_name":"Raffaele Guarasci","orcid":"https://orcid.org/0000-0002-0106-8635"},"institutions":[{"id":"https://openalex.org/I3005160176","display_name":"Institute for High Performance Computing and Networking","ror":"https://ror.org/04r5fge26","country_code":"IT","type":"facility","lineage":["https://openalex.org/I3005160176","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Raffaele Guarasci","raw_affiliation_strings":["National Research Council of Italy (CNR), Institute for High Performance Computing and Networking (ICAR), 80131, Naples, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Research Council of Italy (CNR), Institute for High Performance Computing and Networking (ICAR), 80131, Naples, Italy","institution_ids":["https://openalex.org/I3005160176","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038855081","display_name":"Aniello Minutolo","orcid":"https://orcid.org/0000-0003-4744-3506"},"institutions":[{"id":"https://openalex.org/I3005160176","display_name":"Institute for High Performance Computing and Networking","ror":"https://ror.org/04r5fge26","country_code":"IT","type":"facility","lineage":["https://openalex.org/I3005160176","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Aniello Minutolo","raw_affiliation_strings":["National Research Council of Italy (CNR), Institute for High Performance Computing and Networking (ICAR), 80131, Naples, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Research Council of Italy (CNR), Institute for High Performance Computing and Networking (ICAR), 80131, Naples, Italy","institution_ids":["https://openalex.org/I3005160176","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025157025","display_name":"Giuseppe De Pietro","orcid":"https://orcid.org/0000-0002-4675-5957"},"institutions":[{"id":"https://openalex.org/I3005160176","display_name":"Institute for High Performance Computing and Networking","ror":"https://ror.org/04r5fge26","country_code":"IT","type":"facility","lineage":["https://openalex.org/I3005160176","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Giuseppe De Pietro","raw_affiliation_strings":["National Research Council of Italy (CNR), Institute for High Performance Computing and Networking (ICAR), 80131, Naples, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Research Council of Italy (CNR), Institute for High Performance Computing and Networking (ICAR), 80131, Naples, Italy","institution_ids":["https://openalex.org/I3005160176","https://openalex.org/I4210155236"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086794713","display_name":"Massimo Esposito","orcid":"https://orcid.org/0000-0002-7196-7994"},"institutions":[{"id":"https://openalex.org/I3005160176","display_name":"Institute for High Performance Computing and Networking","ror":"https://ror.org/04r5fge26","country_code":"IT","type":"facility","lineage":["https://openalex.org/I3005160176","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Massimo Esposito","raw_affiliation_strings":["National Research Council of Italy (CNR), Institute for High Performance Computing and Networking (ICAR), 80131, Naples, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Research Council of Italy (CNR), Institute for High Performance Computing and Networking (ICAR), 80131, Naples, Italy","institution_ids":["https://openalex.org/I3005160176","https://openalex.org/I4210155236"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5014678793","https://openalex.org/A5025157025","https://openalex.org/A5038855081","https://openalex.org/A5068426842","https://openalex.org/A5086794713"],"corresponding_institution_ids":["https://openalex.org/I3005160176","https://openalex.org/I4210155236"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":6.2938,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.96841872,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"6","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9768000245094299,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9768000245094299,"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/T11948","display_name":"Machine Learning in Materials Science","score":0.9563000202178955,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9412999749183655,"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/transfer-of-learning","display_name":"Transfer of learning","score":0.4810514748096466},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.4658437967300415},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4322899281978607},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.348907470703125},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.33999475836753845},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21488893032073975},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.17288348078727722},{"id":"https://openalex.org/keywords/quantum-mechanics","display_name":"Quantum mechanics","score":0.16149213910102844}],"concepts":[{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.4810514748096466},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.4658437967300415},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4322899281978607},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.348907470703125},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.33999475836753845},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21488893032073975},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.17288348078727722},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.16149213910102844}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s42484-024-00141-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s42484-024-00141-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s42484-024-00141-8.pdf","source":{"id":"https://openalex.org/S4210217596","display_name":"Quantum Machine Intelligence","issn_l":"2524-4906","issn":["2524-4906","2524-4914"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Quantum Machine Intelligence","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s42484-024-00141-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s42484-024-00141-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s42484-024-00141-8.pdf","source":{"id":"https://openalex.org/S4210217596","display_name":"Quantum Machine Intelligence","issn_l":"2524-4906","issn":["2524-4906","2524-4914"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Quantum Machine Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.8600000143051147,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392361899.pdf"},"referenced_works_count":61,"referenced_works":["https://openalex.org/W2064833295","https://openalex.org/W2072364373","https://openalex.org/W2074340378","https://openalex.org/W2117597800","https://openalex.org/W2125129625","https://openalex.org/W2137471318","https://openalex.org/W2160416736","https://openalex.org/W2491030916","https://openalex.org/W2549835527","https://openalex.org/W2595840341","https://openalex.org/W2758640791","https://openalex.org/W2888922637","https://openalex.org/W2891102076","https://openalex.org/W2891407789","https://openalex.org/W2892202790","https://openalex.org/W2898856000","https://openalex.org/W2916562859","https://openalex.org/W2923014074","https://openalex.org/W2944084836","https://openalex.org/W2953958347","https://openalex.org/W2962739339","https://openalex.org/W2963341956","https://openalex.org/W2972567024","https://openalex.org/W2978329087","https://openalex.org/W2978670439","https://openalex.org/W2980446414","https://openalex.org/W2987154291","https://openalex.org/W2995742898","https://openalex.org/W3011574394","https://openalex.org/W3022298391","https://openalex.org/W3045369157","https://openalex.org/W3088409176","https://openalex.org/W3101122608","https://openalex.org/W3103368073","https://openalex.org/W3105380624","https://openalex.org/W3118485687","https://openalex.org/W3132743969","https://openalex.org/W3142513648","https://openalex.org/W3155192455","https://openalex.org/W3160858468","https://openalex.org/W3173541387","https://openalex.org/W3173713405","https://openalex.org/W3178340556","https://openalex.org/W3198428224","https://openalex.org/W3207479555","https://openalex.org/W4205670948","https://openalex.org/W4206999217","https://openalex.org/W4229892888","https://openalex.org/W4281287768","https://openalex.org/W4281632042","https://openalex.org/W4289606390","https://openalex.org/W4385573195","https://openalex.org/W4385574115","https://openalex.org/W4386566493","https://openalex.org/W4392361899","https://openalex.org/W6600134738","https://openalex.org/W6600165336","https://openalex.org/W6600512042","https://openalex.org/W6607126962","https://openalex.org/W6631188861","https://openalex.org/W6803470328"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"Abstract":[0],"Hybrid":[1],"quantum-classical":[2],"classifiers":[3],"promise":[4],"to":[5,79,93,140,151,176,185],"positively":[6],"impact":[7],"critical":[8],"aspects":[9],"of":[10,59,64,171],"natural":[11,100],"language":[12,77],"processing":[13],"tasks,":[14],"particularly":[15],"classification-related":[16],"ones.":[17],"Among":[18],"the":[19,91,134,169,192,202],"possibilities":[20],"currently":[21],"investigated,":[22],"quantum":[23,29,50,65,135,148,172,197],"transfer":[24,66,136,143,173],"learning,":[25],"i.e.,":[26],"using":[27],"a":[28,37,45,75,83,96,104,117,159,195],"circuit":[30],"for":[31,36,48,133,155,194],"fine-tuning":[32],"pre-trained":[33],"classical":[34,84,142,187],"models":[35],"specific":[38],"task,":[39],"is":[40,90,98],"attracting":[41],"significant":[42],"attention":[43],"as":[44],"potential":[46,55],"platform":[47],"proving":[49,146],"advantage.":[51],"This":[52,189],"work":[53],"shows":[54,131],"advantages,":[56],"in":[57,199,201],"terms":[58],"both":[60],"performance":[61],"and":[62,101,180],"expressiveness,":[63],"learning":[67,137,144,174],"algorithms":[68,175],"trained":[69],"on":[70,82,112],"embedding":[71],"vectors":[72],"extracted":[73,114],"from":[74,115],"large":[76],"model":[78],"perform":[80],"classification":[81],"linguistics":[85],"task\u2014acceptability":[86],"judgements.":[87],"Acceptability":[88],"judgement":[89],"ability":[92],"determine":[94],"whether":[95],"sentence":[97],"considered":[99],"well-formed":[102],"by":[103,164],"native":[105],"speaker.":[106],"The":[107,128],"approach":[108],"has":[109],"been":[110],"tested":[111],"sentences":[113,122],"ItaCoLa,":[116],"corpus":[118],"that":[119],"collects":[120],"Italian":[121],"labeled":[123],"with":[124],"their":[125,186],"acceptability":[126],"judgement.":[127],"evaluation":[129],"phase":[130],"results":[132],"pipeline":[138],"comparable":[139],"state-of-the-art":[141],"algorithms,":[145],"current":[147],"computers\u2019":[149],"capabilities":[150,170],"tackle":[152],"NLP":[153,200],"tasks":[154],"ready-to-use":[156],"applications.":[157],"Furthermore,":[158],"qualitative":[160],"linguistic":[161],"analysis,":[162],"aided":[163],"explainable":[165],"AI":[166],"methods,":[167],"reveals":[168],"correctly":[177],"classify":[178],"complex":[179],"more":[181],"structured":[182],"sentences,":[183],"compared":[184],"counterpart.":[188],"finding":[190],"sets":[191],"ground":[193],"quantifiable":[196],"advantage":[198],"near":[203],"future.":[204]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":7}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}