{"id":"https://openalex.org/W4399738198","doi":"https://doi.org/10.1142/s0218194024500311","title":"Multi-Label Classification of Pure Code","display_name":"Multi-Label Classification of Pure Code","publication_year":2024,"publication_date":"2024-06-17","ids":{"openalex":"https://openalex.org/W4399738198","doi":"https://doi.org/10.1142/s0218194024500311"},"language":"en","primary_location":{"id":"doi:10.1142/s0218194024500311","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218194024500311","pdf_url":null,"source":{"id":"https://openalex.org/S131442419","display_name":"International Journal of Software Engineering and Knowledge Engineering","issn_l":"0218-1940","issn":["0218-1940","1793-6403"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Software Engineering and Knowledge Engineering","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/A5107699639","display_name":"Bin Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I68986083","display_name":"Northwest Normal University","ror":"https://ror.org/00gx3j908","country_code":"CN","type":"education","lineage":["https://openalex.org/I68986083"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Gao","raw_affiliation_strings":["Department of Software Engineering, College of Computer Science and Engineering, Northwest Normal University, Lanzhou 730070, P. R. China"],"raw_orcid":"https://orcid.org/0009-0004-0212-0249","affiliations":[{"raw_affiliation_string":"Department of Software Engineering, College of Computer Science and Engineering, Northwest Normal University, Lanzhou 730070, P. R. China","institution_ids":["https://openalex.org/I68986083"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047002005","display_name":"Hongwu Qin","orcid":"https://orcid.org/0000-0001-5330-5711"},"institutions":[{"id":"https://openalex.org/I68986083","display_name":"Northwest Normal University","ror":"https://ror.org/00gx3j908","country_code":"CN","type":"education","lineage":["https://openalex.org/I68986083"]},{"id":"https://openalex.org/I82724352","display_name":"Universiti Teknologi MARA","ror":"https://ror.org/05n8tts92","country_code":"MY","type":"education","lineage":["https://openalex.org/I82724352"]}],"countries":["CN","MY"],"is_corresponding":false,"raw_author_name":"Hongwu Qin","raw_affiliation_strings":["Department of Software Engineering, College of Computer Science and Engineering, Northwest Normal University, Lanzhou 730070, P. R. China","Institute for Big Data Analytics and Artificial Intelligence (IBDAAI), Universiti Teknologi MARA, Shah Alam, Selangor 40450, Malaysia"],"raw_orcid":"https://orcid.org/0000-0001-5330-5711","affiliations":[{"raw_affiliation_string":"Department of Software Engineering, College of Computer Science and Engineering, Northwest Normal University, Lanzhou 730070, P. R. China","institution_ids":["https://openalex.org/I68986083"]},{"raw_affiliation_string":"Institute for Big Data Analytics and Artificial Intelligence (IBDAAI), Universiti Teknologi MARA, Shah Alam, Selangor 40450, Malaysia","institution_ids":["https://openalex.org/I82724352"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091461961","display_name":"Xiuqin Ma","orcid":"https://orcid.org/0000-0003-1569-460X"},"institutions":[{"id":"https://openalex.org/I68986083","display_name":"Northwest Normal University","ror":"https://ror.org/00gx3j908","country_code":"CN","type":"education","lineage":["https://openalex.org/I68986083"]},{"id":"https://openalex.org/I82724352","display_name":"Universiti Teknologi MARA","ror":"https://ror.org/05n8tts92","country_code":"MY","type":"education","lineage":["https://openalex.org/I82724352"]}],"countries":["CN","MY"],"is_corresponding":false,"raw_author_name":"Xiuqin Ma","raw_affiliation_strings":["Department of Software Engineering, College of Computer Science and Engineering, Northwest Normal University, Lanzhou 730070, P. R. China","Institute for Big Data Analytics and Artificial Intelligence (IBDAAI), Universiti Teknologi MARA, Shah Alam, Selangor 40450, Malaysia"],"raw_orcid":"https://orcid.org/0000-0003-1569-460X","affiliations":[{"raw_affiliation_string":"Department of Software Engineering, College of Computer Science and Engineering, Northwest Normal University, Lanzhou 730070, P. R. China","institution_ids":["https://openalex.org/I68986083"]},{"raw_affiliation_string":"Institute for Big Data Analytics and Artificial Intelligence (IBDAAI), Universiti Teknologi MARA, Shah Alam, Selangor 40450, Malaysia","institution_ids":["https://openalex.org/I82724352"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2778,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.59256121,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"34","issue":"10","first_page":"1641","last_page":"1659"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9993000030517578,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9993000030517578,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11269","display_name":"Algorithms and Data Compression","score":0.9710000157356262,"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":0.641846239566803},{"id":"https://openalex.org/keywords/multi-label-classification","display_name":"Multi-label classification","score":0.5931812524795532},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5475755929946899},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.42340075969696045},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3306812047958374},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.308711439371109},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.10213953256607056}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.641846239566803},{"id":"https://openalex.org/C2776482837","wikidata":"https://www.wikidata.org/wiki/Q3553958","display_name":"Multi-label classification","level":2,"score":0.5931812524795532},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5475755929946899},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.42340075969696045},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3306812047958374},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.308711439371109},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.10213953256607056}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218194024500311","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218194024500311","pdf_url":null,"source":{"id":"https://openalex.org/S131442419","display_name":"International Journal of Software Engineering and Knowledge Engineering","issn_l":"0218-1940","issn":["0218-1940","1793-6403"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Software Engineering and Knowledge Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7858077375","display_name":null,"funder_award_id":"62162055","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W3095850336","https://openalex.org/W3101118213","https://openalex.org/W3128376221","https://openalex.org/W3162689995","https://openalex.org/W3196905053","https://openalex.org/W4200260392","https://openalex.org/W4205973286","https://openalex.org/W4289313402","https://openalex.org/W4385494571"],"related_works":["https://openalex.org/W2039871688","https://openalex.org/W2017214274","https://openalex.org/W1600005011","https://openalex.org/W4289128054","https://openalex.org/W2883491016","https://openalex.org/W2552092782","https://openalex.org/W2184452548","https://openalex.org/W4293279049","https://openalex.org/W2735946360","https://openalex.org/W2003032988"],"abstract_inverted_index":{"Currently,":[0],"there":[1,74],"is":[2,65,98,114],"a":[3,76,145,167],"significant":[4],"amount":[5],"of":[6,19,70,107,154,170,177,193],"public":[7],"code":[8,16,33,56,84,106,120,141,156,195],"in":[9,111,157,189],"the":[10,48,62,68,83,90,105,118,122,127,131,140,149,178,183],"IT":[11],"communities,":[12],"programming":[13,159],"forums":[14],"and":[15,35,61,121],"repositories.":[17],"Many":[18],"these":[20,51],"codes":[21],"lack":[22],"classification":[23,38,63,132,191],"labels,":[24,28],"or":[25,58],"have":[26,40],"imprecise":[27],"which":[29,112,152],"causes":[30],"inconvenience":[31],"to":[32,43,47,86,89,100,104,116,126,147],"management":[34],"retrieval.":[36],"Some":[37],"methods":[39,52,78],"been":[41],"proposed":[42,99,135,150,184],"automatically":[44],"assign":[45,87,101],"labels":[46,88,103,129],"code.":[49,91],"However,":[50],"mainly":[53],"rely":[54,80],"on":[55,82,139],"comments":[57],"surrounding":[59],"text,":[60],"effect":[64],"limited":[66],"by":[67],"quality":[69],"them.":[71],"So":[72],"far,":[73],"are":[75],"few":[77],"that":[79,182],"solely":[81],"itself":[85],"In":[92],"this":[93],"paper,":[94],"an":[95,108],"encoder-only":[96],"method":[97,136,185],"multiple":[102],"algorithmic":[109],"problem,":[110],"UniXcoder":[113],"employed":[115],"encode":[117],"input":[119],"encoding":[123],"results":[124,176],"correspond":[125],"output":[128],"through":[130],"heads.":[133],"The":[134,175],"relies":[137],"only":[138],"itself.":[142],"We":[143],"construct":[144],"dataset":[146],"evaluate":[148],"method,":[151],"consists":[153],"source":[155],"three":[158],"languages":[160],"(C[Formula:":[161],"see":[162,173],"text],":[163],"Java,":[164],"Python)":[165],"with":[166],"total":[168],"size":[169],"approximately":[171],"120[Formula:":[172],"text]K.":[174],"comparative":[179],"experiment":[180],"show":[181],"has":[186],"better":[187],"performance":[188],"multi-label":[190],"task":[192],"pure":[194],"than":[196],"encoder\u2013decoder":[197],"methods.":[198]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
