{"id":"https://openalex.org/W4391991925","doi":"https://doi.org/10.1109/cbase60015.2023.10439105","title":"CodeGen-Test: An Automatic Code Generation Model Integrating Program Test Information","display_name":"CodeGen-Test: An Automatic Code Generation Model Integrating Program Test Information","publication_year":2023,"publication_date":"2023-11-03","ids":{"openalex":"https://openalex.org/W4391991925","doi":"https://doi.org/10.1109/cbase60015.2023.10439105"},"language":"en","primary_location":{"id":"doi:10.1109/cbase60015.2023.10439105","doi":"https://doi.org/10.1109/cbase60015.2023.10439105","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cbase60015.2023.10439105","pdf_url":null,"source":{"id":"https://openalex.org/S7407089083","display_name":"International Conference on Cloud Computing, Big Data Application and Software Engineering (CBASE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 2nd International Conference on Cloud Computing, Big Data Application and Software Engineering (CBASE)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2202.07612","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080091142","display_name":"Maosheng Zhong","orcid":"https://orcid.org/0000-0002-1081-8514","observed_orcids":["https://orcid.org/0000-0002-1081-8514"]},"institutions":[{"id":"https://openalex.org/I53592917","display_name":"Jiangxi Normal University","ror":"https://ror.org/05nkgk822","country_code":"CN","type":"education","lineage":["https://openalex.org/I53592917"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Maosheng Zhong","raw_affiliation_strings":["Jiangxi Normal University,Computer and Information Engineering College,Nanchang City,China","Computer and Information Engineering College, Jiangxi Normal University, Nanchang City, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jiangxi Normal University,Computer and Information Engineering College,Nanchang City,China","institution_ids":["https://openalex.org/I53592917"]},{"raw_affiliation_string":"Computer and Information Engineering College, Jiangxi Normal University, Nanchang City, China","institution_ids":["https://openalex.org/I53592917"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100700407","display_name":"Zhixiang Wang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I53592917","display_name":"Jiangxi Normal University","ror":"https://ror.org/05nkgk822","country_code":"CN","type":"education","lineage":["https://openalex.org/I53592917"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhixiang Wang","raw_affiliation_strings":["Jiangxi Normal University,Computer and Information Engineering College,Nanchang City,China","Computer and Information Engineering College, Jiangxi Normal University, Nanchang City, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jiangxi Normal University,Computer and Information Engineering College,Nanchang City,China","institution_ids":["https://openalex.org/I53592917"]},{"raw_affiliation_string":"Computer and Information Engineering College, Jiangxi Normal University, Nanchang City, China","institution_ids":["https://openalex.org/I53592917"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100610688","display_name":"Gen Liu","orcid":"https://orcid.org/0000-0001-9789-540X","observed_orcids":["https://orcid.org/0000-0001-9789-540X"]},"institutions":[{"id":"https://openalex.org/I53592917","display_name":"Jiangxi Normal University","ror":"https://ror.org/05nkgk822","country_code":"CN","type":"education","lineage":["https://openalex.org/I53592917"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gen Liu","raw_affiliation_strings":["Jiangxi Normal University,Computer and Information Engineering College,Nanchang City,China","Computer and Information Engineering College, Jiangxi Normal University, Nanchang City, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jiangxi Normal University,Computer and Information Engineering College,Nanchang City,China","institution_ids":["https://openalex.org/I53592917"]},{"raw_affiliation_string":"Computer and Information Engineering College, Jiangxi Normal University, Nanchang City, China","institution_ids":["https://openalex.org/I53592917"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Youde Chen","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I53592917","display_name":"Jiangxi Normal University","ror":"https://ror.org/05nkgk822","country_code":"CN","type":"education","lineage":["https://openalex.org/I53592917"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Youde Chen","raw_affiliation_strings":["Jiangxi Normal University,Computer and Information Engineering College,Nanchang City,China","Computer and Information Engineering College, Jiangxi Normal University, Nanchang City, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jiangxi Normal University,Computer and Information Engineering College,Nanchang City,China","institution_ids":["https://openalex.org/I53592917"]},{"raw_affiliation_string":"Computer and Information Engineering College, Jiangxi Normal University, Nanchang City, China","institution_ids":["https://openalex.org/I53592917"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081406169","display_name":"Huizhu Liu","orcid":"https://orcid.org/0009-0001-5909-692X","observed_orcids":["https://orcid.org/0009-0001-5909-692X"]},"institutions":[{"id":"https://openalex.org/I53592917","display_name":"Jiangxi Normal University","ror":"https://ror.org/05nkgk822","country_code":"CN","type":"education","lineage":["https://openalex.org/I53592917"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huizhu Liu","raw_affiliation_strings":["Jiangxi Normal University,Computer and Information Engineering College,Nanchang City,China","Computer and Information Engineering College, Jiangxi Normal University, Nanchang City, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jiangxi Normal University,Computer and Information Engineering College,Nanchang City,China","institution_ids":["https://openalex.org/I53592917"]},{"raw_affiliation_string":"Computer and Information Engineering College, Jiangxi Normal University, Nanchang City, China","institution_ids":["https://openalex.org/I53592917"]}]},{"author_position":"last","author":{"id":null,"display_name":"Ruping Wu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I53592917","display_name":"Jiangxi Normal University","ror":"https://ror.org/05nkgk822","country_code":"CN","type":"education","lineage":["https://openalex.org/I53592917"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruping Wu","raw_affiliation_strings":["Jiangxi Normal University,Computer and Information Engineering College,Nanchang City,China","Computer and Information Engineering College, Jiangxi Normal University, Nanchang City, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jiangxi Normal University,Computer and Information Engineering College,Nanchang City,China","institution_ids":["https://openalex.org/I53592917"]},{"raw_affiliation_string":"Computer and Information Engineering College, Jiangxi Normal University, Nanchang City, China","institution_ids":["https://openalex.org/I53592917"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I53592917"],"apc_list":null,"apc_paid":null,"fwci":2.3115,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.91055467,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"341","last_page":"344"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9814000129699707,"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":0.9814000129699707,"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/T10028","display_name":"Topic Modeling","score":0.00570000009611249,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.00430000014603138,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/automatic-code-generation","display_name":"automatic code generation","score":0.9810000061988831},{"id":"https://openalex.org/keywords/software-testing","display_name":"software testing","score":0.7850000262260437},{"id":"https://openalex.org/keywords/functional-requirements","display_name":"functional requirements","score":0.7620000243186951},{"id":"https://openalex.org/keywords/natural-language-to-code","display_name":"natural language to code","score":0.7329999804496765},{"id":"https://openalex.org/keywords/syntax-and-semantics","display_name":"syntax and semantics","score":0.48100000619888306}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7417149543762207},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.6820451617240906},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.5826621651649475},{"id":"https://openalex.org/C7435765","wikidata":"https://www.wikidata.org/wiki/Q7705776","display_name":"Test Management Approach","level":5,"score":0.5413335561752319},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5242741107940674},{"id":"https://openalex.org/C109852812","wikidata":"https://www.wikidata.org/wiki/Q2406355","display_name":"Test harness","level":5,"score":0.4944279193878174},{"id":"https://openalex.org/C53942775","wikidata":"https://www.wikidata.org/wiki/Q1211721","display_name":"Code coverage","level":3,"score":0.4720122516155243},{"id":"https://openalex.org/C133162039","wikidata":"https://www.wikidata.org/wiki/Q1061077","display_name":"Code generation","level":3,"score":0.4383120536804199},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3935948610305786},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.17802593111991882},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.12147215008735657},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.11955311894416809},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.09273657202720642},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"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":3,"locations":[{"id":"doi:10.1109/cbase60015.2023.10439105","doi":"https://doi.org/10.1109/cbase60015.2023.10439105","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cbase60015.2023.10439105","pdf_url":null,"source":{"id":"https://openalex.org/S7407089083","display_name":"International Conference on Cloud Computing, Big Data Application and Software Engineering (CBASE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 2nd International Conference on Cloud Computing, Big Data Application and Software Engineering (CBASE)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2202.07612","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2202.07612","pdf_url":"https://arxiv.org/pdf/2202.07612","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2202.07612","doi":"https://doi.org/10.48550/arxiv.2202.07612","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2202.07612","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2202.07612","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2202.07612","pdf_url":"https://arxiv.org/pdf/2202.07612","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1676782426","display_name":null,"funder_award_id":"61877031","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2629675727","display_name":"\u52a8\u6001\u90bb\u57df\u7a7a\u95f4\u5b66\u4e60\u7684\u7fa4\u667a\u80fd\u7b97\u6cd5\u53ca\u5176\u5728\u8282\u80fd\u8986\u76d6\u4e2d\u7684\u5e94\u7528\u7814\u7a76","funder_award_id":"61966019","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3314631440","display_name":null,"funder_award_id":"61876074","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G341010984","display_name":null,"funder_award_id":"61977038","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"},{"id":"https://openalex.org/F4320327476","display_name":"Jiangxi Normal University","ror":"https://ror.org/05nkgk822"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391991925.pdf","grobid_xml":"https://content.openalex.org/works/W4391991925.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W2082512208","https://openalex.org/W2101105183","https://openalex.org/W2194775991","https://openalex.org/W2606974598","https://openalex.org/W2626778328","https://openalex.org/W2797328513","https://openalex.org/W2866343820","https://openalex.org/W2889467844","https://openalex.org/W2912814679","https://openalex.org/W2962728167","https://openalex.org/W2963617989","https://openalex.org/W2963794306","https://openalex.org/W2963868406","https://openalex.org/W2964325845","https://openalex.org/W2997847174","https://openalex.org/W3142154623"],"related_works":["https://openalex.org/W4313563760","https://openalex.org/W4375947047","https://openalex.org/W7125945617","https://openalex.org/W4404295467","https://openalex.org/W4388483238","https://openalex.org/W4286750487","https://openalex.org/W131379544","https://openalex.org/W4404783393","https://openalex.org/W2167231034","https://openalex.org/W7100823091"],"abstract_inverted_index":{"Automatic":[0],"code":[1,8,55,83,93,115,124,141,157],"generation":[2],"is":[3,67,74],"to":[4,14,29,57,152],"generate":[5,140],"the":[6,10,15,22,40,45,53,68,79,91,95,99,120,127,144,148,154,162,185,192,200],"program":[7,50,71,131,135],"of":[9,70,81,122,147,156,164,187],"corresponding":[11],"language":[12,18,32],"according":[13],"given":[16],"natural":[17,31],"description.":[19],"At":[20],"present,":[21],"mainstream":[23],"methods":[24],"basically":[25],"use":[26],"neural":[27],"network":[28],"encode":[30],"description,":[33],"form":[34],"an":[35,75],"abstract":[36,46],"syntax":[37,47,59,96,128],"tree":[38,48],"in":[39,78],"decoder,":[41],"and":[42,138],"then":[43],"convert":[44],"into":[49],"code.":[51,189],"Although":[52],"generated":[54,92,188],"conforms":[56],"specific":[58],"rules,":[60],"two":[61],"problems":[62],"are":[63],"still":[64],"ignored:":[65],"one":[66],"lack":[69],"testing,":[72,116],"which":[73],"indispensable":[76],"step":[77],"process":[80],"complete":[82],"implementation;":[84],"Second,":[85],"it":[86],"only":[87],"focuses":[88],"on":[89,119,168],"whether":[90],"meets":[94,126,143],"requirements,":[97,129],"ignoring":[98],"more":[100],"important":[101],"requirement":[102],"-":[103],"functional":[104,145],"requirements.":[105],"This":[106,159],"paper":[107,160],"constructs":[108],"a":[109,169],"CodeGen":[110,165,196],"test":[111,166,197],"model":[112,167,198],"for":[113],"integrating":[114],"that":[117,125,142,179],"is,":[118],"basis":[121],"generating":[123],"add":[130],"testing":[132,136],"steps,":[133],"integrate":[134],"information,":[137],"iteratively":[139],"requirements":[146],"program,":[149],"so":[150],"as":[151],"improve":[153,184],"quality":[155,186],"generation.":[158],"evaluates":[161],"effect":[163],"python":[170],"data":[171],"set":[172],"\"hearthstone":[173],"legend\".":[174],"The":[175],"experimental":[176],"results":[177],"show":[178],"this":[180],"method":[181],"can":[182],"effectively":[183],"Compared":[190],"with":[191],"existing":[193],"optimal":[194],"model,":[195],"improves":[199],"Bleu":[201],"value":[202,206],"by":[203,207],"0.4%,":[204],"Rougel":[205],"0.4%.":[208]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2}],"updated_date":"2026-10-29T09:56:32.521200","created_date":"2024-02-22T00:00:00"}