{"id":"https://openalex.org/W4411847086","doi":"https://doi.org/10.3390/e27070713","title":"Contrastive Learning Pre-Training and Quantum Theory for Cross-Lingual Aspect-Based Sentiment Analysis","display_name":"Contrastive Learning Pre-Training and Quantum Theory for Cross-Lingual Aspect-Based Sentiment Analysis","publication_year":2025,"publication_date":"2025-07-01","ids":{"openalex":"https://openalex.org/W4411847086","doi":"https://doi.org/10.3390/e27070713","pmid":"https://pubmed.ncbi.nlm.nih.gov/40724430"},"language":"en","primary_location":{"id":"doi:10.3390/e27070713","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e27070713","pdf_url":"https://www.mdpi.com/1099-4300/27/7/713/pdf?version=1751371904","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"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":"Entropy","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1099-4300/27/7/713/pdf?version=1751371904","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103724148","display_name":"Xun Li","orcid":"https://orcid.org/0009-0007-8141-7949"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xun Li","raw_affiliation_strings":["School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing 210094, China"],"raw_orcid":"https://orcid.org/0009-0007-8141-7949","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing 210094, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065773231","display_name":"Kun Zhang","orcid":"https://orcid.org/0000-0002-6290-2080"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kun Zhang","raw_affiliation_strings":["School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing 210094, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing 210094, China","institution_ids":["https://openalex.org/I36399199"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5065773231"],"corresponding_institution_ids":["https://openalex.org/I36399199"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2227},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2227},"fwci":3.8098,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.93227877,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"27","issue":"7","first_page":"713","last_page":"713"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":1.0,"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":1.0,"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":0.9954000115394592,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9911999702453613,"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":0.8263806104660034},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5904197096824646},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5776165723800659},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4892863929271698},{"id":"https://openalex.org/keywords/bridging","display_name":"Bridging (networking)","score":0.4809947907924652},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4767935276031494},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.4656119644641876}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8263806104660034},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5904197096824646},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5776165723800659},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4892863929271698},{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.4809947907924652},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4767935276031494},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.4656119644641876},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/e27070713","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e27070713","pdf_url":"https://www.mdpi.com/1099-4300/27/7/713/pdf?version=1751371904","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"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":"Entropy","raw_type":"journal-article"},{"id":"pmid:40724430","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40724430","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:9732524a778649eebfe762468cba7a60","is_oa":true,"landing_page_url":"https://doaj.org/article/9732524a778649eebfe762468cba7a60","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":"Entropy, Vol 27, Iss 7, p 713 (2025)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:12294477","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12294477","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"Entropy (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/e27070713","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e27070713","pdf_url":"https://www.mdpi.com/1099-4300/27/7/713/pdf?version=1751371904","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"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":"Entropy","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.7300000190734863}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411847086.pdf","grobid_xml":"https://content.openalex.org/works/W4411847086.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W1981256868","https://openalex.org/W2121695129","https://openalex.org/W2252153787","https://openalex.org/W2465978385","https://openalex.org/W2612769033","https://openalex.org/W2769280657","https://openalex.org/W2896457183","https://openalex.org/W2950488390","https://openalex.org/W2969332930","https://openalex.org/W2970854433","https://openalex.org/W2971007730","https://openalex.org/W2977321575","https://openalex.org/W2985056549","https://openalex.org/W3035390927","https://openalex.org/W3100880133","https://openalex.org/W3104723404","https://openalex.org/W3114725666","https://openalex.org/W3169483174","https://openalex.org/W3174683006","https://openalex.org/W3203033219","https://openalex.org/W3209701493","https://openalex.org/W3212066909","https://openalex.org/W4206681343","https://openalex.org/W4224212267","https://openalex.org/W4292419828","https://openalex.org/W4308033654","https://openalex.org/W4311103150","https://openalex.org/W4312908198","https://openalex.org/W4385153851","https://openalex.org/W4386464638","https://openalex.org/W4387117982","https://openalex.org/W4391043254","https://openalex.org/W4392902639","https://openalex.org/W4393146957","https://openalex.org/W4395095598","https://openalex.org/W4399978597","https://openalex.org/W4402670095","https://openalex.org/W4402696041","https://openalex.org/W4406679848"],"related_works":["https://openalex.org/W4408719353","https://openalex.org/W4388870064","https://openalex.org/W2210139803","https://openalex.org/W4235186151","https://openalex.org/W2054685365","https://openalex.org/W2056057048","https://openalex.org/W2667588871","https://openalex.org/W2272354214","https://openalex.org/W2084768720","https://openalex.org/W2043010663"],"abstract_inverted_index":{"The":[0],"cross-lingual":[1,103,162],"aspect-based":[2],"sentiment":[3],"analysis":[4],"(ABSA)":[5],"task":[6],"continues":[7],"to":[8,27,58,69,100,113,135],"pose":[9],"a":[10,17,89,109,125,156],"significant":[11],"challenge,":[12,85],"as":[13],"it":[14,26],"involves":[15],"training":[16],"classifier":[18],"on":[19,49,160],"high-resource":[20],"source":[21,118],"languages":[22],"and":[23,55,119,132,154],"then":[24],"applying":[25],"classify":[28],"texts":[29],"in":[30,79],"low-resource":[31],"target":[32,80,120],"languages,":[33],"thereby":[34],"bridging":[35],"linguistic":[36],"gaps":[37],"while":[38],"preserving":[39],"accuracy.":[40],"Most":[41],"existing":[42],"methods":[43],"achieve":[44],"exceptional":[45],"performance":[46,78],"by":[47],"relying":[48],"multilingual":[50],"pre-trained":[51],"language":[52],"models":[53],"(mPLM)":[54],"translation":[56],"systems":[57],"transfer":[59,139],"knowledge":[60,138],"across":[61,140],"languages.":[62,81,121,141],"However,":[63],"little":[64],"attention":[65],"has":[66,155],"been":[67],"paid":[68],"factors":[70],"beyond":[71],"semantic":[72],"similarity,":[73],"which":[74],"ultimately":[75],"hinders":[76],"classification":[77],"To":[82],"address":[83,101],"this":[84],"we":[86,107,123],"propose":[87],"CLQT,":[88],"novel":[90,147],"framework":[91,149],"that":[92,128,145],"combines":[93],"contrastive":[94,110],"learning":[95,111],"pre-training":[96],"with":[97],"quantum":[98,126,130,133],"theory":[99],"the":[102,117,146,161],"ABSA":[104,163],"task.":[105,164],"Firstly,":[106],"develop":[108],"strategy":[112],"align":[114],"data":[115],"between":[116],"Subsequently,":[122],"incorporate":[124],"network":[127],"employs":[129],"projection":[131],"entanglement":[134],"facilitate":[136],"effective":[137],"Extensive":[142],"experiments":[143],"reveal":[144],"CLQT":[148],"both":[150],"achieves":[151],"strong":[152],"results":[153],"beneficial":[157],"overall":[158],"influence":[159]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}