{"id":"https://openalex.org/W4401214385","doi":"https://doi.org/10.1145/3686151","title":"SECON: Maintaining Semantic Consistency in Data Augmentation for Code Search","display_name":"SECON: Maintaining Semantic Consistency in Data Augmentation for Code Search","publication_year":2024,"publication_date":"2024-08-01","ids":{"openalex":"https://openalex.org/W4401214385","doi":"https://doi.org/10.1145/3686151"},"language":"en","primary_location":{"id":"doi:10.1145/3686151","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3686151","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3686151","source":{"id":"https://openalex.org/S4394735545","display_name":"ACM Transactions on Information Systems","issn_l":"1046-8188","issn":["1046-8188","1558-2868"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3686151","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100437272","display_name":"Xu Zhang","orcid":"https://orcid.org/0000-0002-9294-2841"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xu Zhang","raw_affiliation_strings":["School of Computer Science and Engineering, Key Laboratory of New Generation Artificial Intelligence Technology and Its Interdisciplinary Applications, Ministry of Education, Southeast University, Nanjing, China","School of Computer Science and Engineering, Key Laboratory of New Generation Artificial Intelligence Technology and Its Interdisciplinary Applications, Southeast University, China"],"raw_orcid":"https://orcid.org/0000-0002-9294-2841","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Key Laboratory of New Generation Artificial Intelligence Technology and Its Interdisciplinary Applications, Ministry of Education, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Key Laboratory of New Generation Artificial Intelligence Technology and Its Interdisciplinary Applications, Southeast University, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zexu Lin","orcid":"https://orcid.org/0009-0001-5547-8680"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zexu Lin","raw_affiliation_strings":["School of Computer Science and Engineering, Key Laboratory of New Generation Artificial Intelligence Technology and Its Interdisciplinary Applications, Ministry of Education, Southeast University, Nanjing, China","School of Computer Science and Engineering, Key Laboratory of New Generation Artificial Intelligence Technology and Its Interdisciplinary Applications, Southeast University, China"],"raw_orcid":"https://orcid.org/0009-0001-5547-8680","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Key Laboratory of New Generation Artificial Intelligence Technology and Its Interdisciplinary Applications, Ministry of Education, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Key Laboratory of New Generation Artificial Intelligence Technology and Its Interdisciplinary Applications, Southeast University, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012937933","display_name":"Xiaoyu Hu","orcid":"https://orcid.org/0009-0004-4012-2720"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyu Hu","raw_affiliation_strings":["School of Computer Science and Engineering, Key Laboratory of New Generation Artificial Intelligence Technology and Its Interdisciplinary Applications, Ministry of Education, Southeast University, Nanjing, China","School of Computer Science and Engineering, Key Laboratory of New Generation Artificial Intelligence Technology and Its Interdisciplinary Applications, Southeast University, China"],"raw_orcid":"https://orcid.org/0009-0004-4012-2720","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Key Laboratory of New Generation Artificial Intelligence Technology and Its Interdisciplinary Applications, Ministry of Education, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Key Laboratory of New Generation Artificial Intelligence Technology and Its Interdisciplinary Applications, Southeast University, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jianlei Wang","orcid":"https://orcid.org/0009-0005-0339-8573"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianlei Wang","raw_affiliation_strings":["School of Computer Science and Technology, Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","School of Computer Science and Technology, Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences), China"],"raw_orcid":"https://orcid.org/0009-0005-0339-8573","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","institution_ids":["https://openalex.org/I152269853"]},{"raw_affiliation_string":"School of Computer Science and Technology, Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences), China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076564877","display_name":"Wenpeng L\u00fc","orcid":"https://orcid.org/0000-0002-1840-3540"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenpeng Lu","raw_affiliation_strings":["School of Computer Science and Technology, Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","School of Computer Science and Technology, Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences), China"],"raw_orcid":"https://orcid.org/0000-0002-1840-3540","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","institution_ids":["https://openalex.org/I152269853"]},{"raw_affiliation_string":"School of Computer Science and Technology, Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences), China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007145568","display_name":"Deyu Zhou","orcid":"https://orcid.org/0000-0001-7702-9387"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"De-Yu Zhou","raw_affiliation_strings":["School of Computer Science and Engineering, Key Laboratory of New Generation Artificial Intelligence Technology and Its Interdisciplinary Applications, Ministry of Education, Southeast University, Nanjing, China","School of Computer Science and Engineering, Key Laboratory of New Generation Artificial Intelligence Technology and Its Interdisciplinary Applications, Southeast University, China"],"raw_orcid":"https://orcid.org/0000-0001-7702-9387","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Key Laboratory of New Generation Artificial Intelligence Technology and Its Interdisciplinary Applications, Ministry of Education, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Key Laboratory of New Generation Artificial Intelligence Technology and Its Interdisciplinary Applications, Southeast University, China","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100437272"],"corresponding_institution_ids":["https://openalex.org/I76569877"],"apc_list":null,"apc_paid":null,"fwci":3.5515,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.93625053,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"43","issue":"2","first_page":"1","last_page":"26"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9998000264167786,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8577510118484497},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.6225202679634094},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5445570945739746},{"id":"https://openalex.org/keywords/code-review","display_name":"Code review","score":0.5317016839981079},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.47098657488822937},{"id":"https://openalex.org/keywords/semantic-search","display_name":"Semantic search","score":0.450626403093338},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4407753050327301},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4402645528316498},{"id":"https://openalex.org/keywords/static-program-analysis","display_name":"Static program analysis","score":0.36254042387008667},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3523963689804077},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.2893599271774292},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.2601439952850342},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.233323335647583},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22088193893432617}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8577510118484497},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.6225202679634094},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5445570945739746},{"id":"https://openalex.org/C150292731","wikidata":"https://www.wikidata.org/wiki/Q1342704","display_name":"Code review","level":5,"score":0.5317016839981079},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.47098657488822937},{"id":"https://openalex.org/C166423231","wikidata":"https://www.wikidata.org/wiki/Q1891170","display_name":"Semantic search","level":3,"score":0.450626403093338},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4407753050327301},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4402645528316498},{"id":"https://openalex.org/C137287247","wikidata":"https://www.wikidata.org/wiki/Q1329550","display_name":"Static program analysis","level":4,"score":0.36254042387008667},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3523963689804077},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.2893599271774292},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.2601439952850342},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.233323335647583},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22088193893432617},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3686151","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3686151","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3686151","source":{"id":"https://openalex.org/S4394735545","display_name":"ACM Transactions on Information Systems","issn_l":"1046-8188","issn":["1046-8188","1558-2868"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Information Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3686151","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3686151","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3686151","source":{"id":"https://openalex.org/S4394735545","display_name":"ACM Transactions on Information Systems","issn_l":"1046-8188","issn":["1046-8188","1558-2868"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Information Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7084481948","display_name":null,"funder_award_id":"62176053, 62376130","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7687144645","display_name":null,"funder_award_id":"ZR2022MF333","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401214385.pdf"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W2043909051","https://openalex.org/W2157331557","https://openalex.org/W2250473257","https://openalex.org/W2593831809","https://openalex.org/W2602856279","https://openalex.org/W2794601162","https://openalex.org/W2805788202","https://openalex.org/W2892181857","https://openalex.org/W2912083425","https://openalex.org/W2962784628","https://openalex.org/W2968179027","https://openalex.org/W2980708516","https://openalex.org/W3014451403","https://openalex.org/W3085514074","https://openalex.org/W3093604544","https://openalex.org/W3098605233","https://openalex.org/W3138081324","https://openalex.org/W3155146092","https://openalex.org/W3170092793","https://openalex.org/W3175362188","https://openalex.org/W3187787173","https://openalex.org/W3198685994","https://openalex.org/W3207533378","https://openalex.org/W3211138721","https://openalex.org/W4205918858","https://openalex.org/W4213009331","https://openalex.org/W4221166942","https://openalex.org/W4225791314","https://openalex.org/W4284697810","https://openalex.org/W4286530555","https://openalex.org/W4287025935","https://openalex.org/W4294659322","https://openalex.org/W4308643088","https://openalex.org/W4312301942","https://openalex.org/W4312927344","https://openalex.org/W4313590979","https://openalex.org/W4321485561","https://openalex.org/W4384302803","https://openalex.org/W4384345669","https://openalex.org/W4385573373","https://openalex.org/W4385789898","https://openalex.org/W4387360084","https://openalex.org/W6600194071","https://openalex.org/W6701009757"],"related_works":["https://openalex.org/W3153702491","https://openalex.org/W3008981372","https://openalex.org/W2206096527","https://openalex.org/W4400488007","https://openalex.org/W3006945192","https://openalex.org/W2151979607","https://openalex.org/W4246032972","https://openalex.org/W2069798959","https://openalex.org/W2986478207","https://openalex.org/W4312706861"],"abstract_inverted_index":{"Efficient":[0],"code":[1,16,20,25,65,86,96,119],"search":[2,26,120],"techniques":[3],"are":[4],"crucial":[5,93],"in":[6,13,36,116],"accelerating":[7],"software":[8],"development":[9],"by":[10],"aiding":[11],"developers":[12],"locating":[14],"specific":[15],"snippets":[17],"and":[18,51,66,87,142],"understanding":[19],"functionalities.":[21],"This":[22],"study":[23],"investigates":[24],"methodologies,":[27],"focusing":[28],"on":[29,132],"the":[30,64,72,90,111],"emerging":[31],"significance":[32],"of":[33,102,113],"semantic":[34,91],"consistency":[35],"data":[37,76],"augmentation":[38],"techniques.":[39],"While":[40],"existing":[41],"approaches":[42],"predominantly":[43],"enhance":[44],"raw":[45],"data,":[46],"often":[47],"requiring":[48],"additional":[49],"preprocessing":[50],"incurring":[52],"higher":[53],"training":[54],"costs,":[55],"this":[56,78,114],"research":[57],"introduces":[58],"a":[59,103],"pioneering":[60],"method":[61],"operating":[62],"at":[63],"query":[67],"representation":[68],"levels.":[69],"By":[70],"bypassing":[71],"need":[73],"for":[74,94,139],"extensive":[75,99],"processing,":[77],"novel":[79],"approach":[80,115],"fosters":[81],"an":[82,136],"interactive":[83],"alignment":[84],"between":[85],"query,":[88],"augmenting":[89],"coherence":[92],"effective":[95],"search.":[97],"An":[98],"empirical":[100],"evaluation":[101],"diverse":[104],"dataset":[105],"across":[106],"multiple":[107],"programming":[108],"languages":[109],"substantiates":[110],"efficacy":[112],"significantly":[117],"enhancing":[118],"model":[121],"performance":[122],"compared":[123],"to":[124],"traditional":[125],"methodologies.":[126],"The":[127],"implementation":[128],"is":[129],"publicly":[130],"available":[131],"GitHub,":[133],"1":[134],"offering":[135],"accessible":[137],"resource":[138],"further":[140],"exploration":[141],"application.":[143]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
