{"id":"https://openalex.org/W4408000606","doi":"https://doi.org/10.1007/s13042-025-02548-6","title":"MixPro: Simple yet Effective Data Augmentation for Prompt-based Learning","display_name":"MixPro: Simple yet Effective Data Augmentation for Prompt-based Learning","publication_year":2025,"publication_date":"2025-02-27","ids":{"openalex":"https://openalex.org/W4408000606","doi":"https://doi.org/10.1007/s13042-025-02548-6"},"language":"en","primary_location":{"id":"doi:10.1007/s13042-025-02548-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-025-02548-6","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Machine Learning and Cybernetics","raw_type":"journal-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/A5046087439","display_name":"Bohan Li","orcid":"https://orcid.org/0000-0003-1168-8018"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bohan Li","raw_affiliation_strings":["Harbin Institute of Technology, Harbin, Heilongjiang, 150001, China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, Harbin, Heilongjiang, 150001, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039847345","display_name":"Longxu Dou","orcid":null},"institutions":[{"id":"https://openalex.org/I2802005073","display_name":"Foundation for Individual Rights in Education","ror":"https://ror.org/03t015f28","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I2802005073"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Longxu Dou","raw_affiliation_strings":["Individual Researcher, Beijing, Beijing, 100000, China"],"affiliations":[{"raw_affiliation_string":"Individual Researcher, Beijing, Beijing, 100000, China","institution_ids":["https://openalex.org/I2802005073"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018432470","display_name":"Yutai Hou","orcid":"https://orcid.org/0000-0001-8660-1891"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yutai Hou","raw_affiliation_strings":["Harbin Institute of Technology, Harbin, Heilongjiang, 150001, China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, Harbin, Heilongjiang, 150001, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100295583","display_name":"Yun\u2010Long Feng","orcid":"https://orcid.org/0000-0002-0561-8841"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunlong Feng","raw_affiliation_strings":["Harbin Institute of Technology, Harbin, Heilongjiang, 150001, China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, Harbin, Heilongjiang, 150001, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108557223","display_name":"Honglin Mu","orcid":null},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Honglin Mu","raw_affiliation_strings":["Harbin Institute of Technology, Harbin, Heilongjiang, 150001, China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, Harbin, Heilongjiang, 150001, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101602789","display_name":"Enbo Wang","orcid":"https://orcid.org/0000-0002-4721-276X"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Enbo Wang","raw_affiliation_strings":["Harbin Institute of Technology, Harbin, Heilongjiang, 150001, China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, Harbin, Heilongjiang, 150001, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100584833","display_name":"Qingfu Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingfu Zhu","raw_affiliation_strings":["Harbin Institute of Technology, Harbin, Heilongjiang, 150001, China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, Harbin, Heilongjiang, 150001, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048902633","display_name":"Qinghua Sun","orcid":"https://orcid.org/0000-0003-3908-307X"},"institutions":[{"id":"https://openalex.org/I173632517","display_name":"MediaTek (China)","ror":"https://ror.org/05xvgy636","country_code":"CN","type":"company","lineage":["https://openalex.org/I173632517","https://openalex.org/I4210148979"]},{"id":"https://openalex.org/I4210101356","display_name":"Beijing Founder Electronics (China)","ror":"https://ror.org/00nwrzz95","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210101356"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qinghua Sun","raw_affiliation_strings":["Jilin Kexun Information Technology Co., Ltd., Beijing, Beijing, 100089, China","iFLYTEK Research, Beijing, Beijing, 100089, China"],"affiliations":[{"raw_affiliation_string":"Jilin Kexun Information Technology Co., Ltd., Beijing, Beijing, 100089, China","institution_ids":["https://openalex.org/I4210101356"]},{"raw_affiliation_string":"iFLYTEK Research, Beijing, Beijing, 100089, China","institution_ids":["https://openalex.org/I173632517"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019108029","display_name":"Wanxiang Che","orcid":"https://orcid.org/0000-0002-3907-0335"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanxiang Che","raw_affiliation_strings":["Harbin Institute of Technology, Harbin, Heilongjiang, 150001, China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, Harbin, Heilongjiang, 150001, China","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5046087439"],"corresponding_institution_ids":["https://openalex.org/I204983213"],"apc_list":{"value":2790,"currency":"EUR","value_usd":3590},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0142983,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"16","issue":"7-8","first_page":"4879","last_page":"4898"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.998199999332428,"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/T10028","display_name":"Topic Modeling","score":0.998199999332428,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9908000230789185,"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.9894999861717224,"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/simple","display_name":"Simple (philosophy)","score":0.7697432041168213},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.6789465546607971},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6731055974960327},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4418124854564667},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.353689968585968}],"concepts":[{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.7697432041168213},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.6789465546607971},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6731055974960327},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4418124854564667},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.353689968585968},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13042-025-02548-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-025-02548-6","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Machine Learning and Cybernetics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":68,"referenced_works":["https://openalex.org/W2081580037","https://openalex.org/W2250539671","https://openalex.org/W2251658415","https://openalex.org/W2804897457","https://openalex.org/W2946659172","https://openalex.org/W2956105246","https://openalex.org/W2962815673","https://openalex.org/W2970161131","https://openalex.org/W2970476646","https://openalex.org/W2971296908","https://openalex.org/W2982756474","https://openalex.org/W2998184481","https://openalex.org/W3034999214","https://openalex.org/W3035577668","https://openalex.org/W3098267758","https://openalex.org/W3105966348","https://openalex.org/W3127316774","https://openalex.org/W3153427360","https://openalex.org/W3154903254","https://openalex.org/W3163362817","https://openalex.org/W3166846774","https://openalex.org/W3166986030","https://openalex.org/W3172642864","https://openalex.org/W3173777717","https://openalex.org/W3174784402","https://openalex.org/W3177525997","https://openalex.org/W3194309076","https://openalex.org/W3194325860","https://openalex.org/W3196579898","https://openalex.org/W3196692796","https://openalex.org/W3201915713","https://openalex.org/W3212893438","https://openalex.org/W4205991051","https://openalex.org/W4221142828","https://openalex.org/W4221159394","https://openalex.org/W4225590069","https://openalex.org/W4233896716","https://openalex.org/W4283794478","https://openalex.org/W4285201706","https://openalex.org/W4285802758","https://openalex.org/W4301045096","https://openalex.org/W4307823382","https://openalex.org/W4309811444","https://openalex.org/W4316670157","https://openalex.org/W4368353189","https://openalex.org/W4378532769","https://openalex.org/W4383199468","https://openalex.org/W4385571951","https://openalex.org/W4385573679","https://openalex.org/W4385757404","https://openalex.org/W4386566908","https://openalex.org/W4388936696","https://openalex.org/W4390607929","https://openalex.org/W6600018615","https://openalex.org/W6600041127","https://openalex.org/W6600050674","https://openalex.org/W6600103761","https://openalex.org/W6600195168","https://openalex.org/W6600213211","https://openalex.org/W6600237587","https://openalex.org/W6600299915","https://openalex.org/W6600388300","https://openalex.org/W6600466347","https://openalex.org/W6602670149","https://openalex.org/W6603321306","https://openalex.org/W6607045254","https://openalex.org/W6636568255","https://openalex.org/W6834969990"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}
