{"id":"https://openalex.org/W4312817595","doi":"https://doi.org/10.1145/3524459.3527343","title":"Language models can prioritize patches for practical program patching","display_name":"Language models can prioritize patches for practical program patching","publication_year":2022,"publication_date":"2022-05-19","ids":{"openalex":"https://openalex.org/W4312817595","doi":"https://doi.org/10.1145/3524459.3527343"},"language":"en","primary_location":{"id":"doi:10.1145/3524459.3527343","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3524459.3527343","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Third International Workshop on Automated Program Repair","raw_type":"proceedings-article"},"type":"conference-paper","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/A5103267413","display_name":"Sungmin Kang","orcid":"https://orcid.org/0000-0002-2764-4266"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sungmin Kang","raw_affiliation_strings":["KAIST, Daejeon, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KAIST, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070401254","display_name":"Shin Yoo","orcid":"https://orcid.org/0000-0002-0836-6993"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Shin Yoo","raw_affiliation_strings":["KAIST, Daejeon, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KAIST, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I157485424"],"apc_list":null,"apc_paid":null,"fwci":2.2612,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.90482477,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"8","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9998999834060669,"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":0.9998999834060669,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9997000098228455,"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"}},{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9984999895095825,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/correctness","display_name":"Correctness","score":0.7655339241027832},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7299649715423584},{"id":"https://openalex.org/keywords/prioritization","display_name":"Prioritization","score":0.625216007232666},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.49495166540145874},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.48572832345962524},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.47389593720436096},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17421084642410278},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.13954734802246094},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1295740008354187},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12891411781311035}],"concepts":[{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.7655339241027832},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7299649715423584},{"id":"https://openalex.org/C2777615720","wikidata":"https://www.wikidata.org/wiki/Q11888847","display_name":"Prioritization","level":2,"score":0.625216007232666},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.49495166540145874},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.48572832345962524},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.47389593720436096},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17421084642410278},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.13954734802246094},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1295740008354187},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12891411781311035},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"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":1,"locations":[{"id":"doi:10.1145/3524459.3527343","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3524459.3527343","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Third International Workshop on Automated Program Repair","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.4300000071525574,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G2989086566","display_name":null,"funder_award_id":"2021-0-01001","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G6259344361","display_name":null,"funder_award_id":"NRF-2020R1A2C1013629","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1771830246","https://openalex.org/W2061575154","https://openalex.org/W2064675550","https://openalex.org/W2142403498","https://openalex.org/W2285839903","https://openalex.org/W2548997977","https://openalex.org/W2579253943","https://openalex.org/W2604348044","https://openalex.org/W2740646481","https://openalex.org/W2767766265","https://openalex.org/W2767951593","https://openalex.org/W2867448323","https://openalex.org/W2895570420","https://openalex.org/W2905489084","https://openalex.org/W2924629359","https://openalex.org/W2964150020","https://openalex.org/W3011564318","https://openalex.org/W3043761819","https://openalex.org/W3098605233","https://openalex.org/W3100698844","https://openalex.org/W3208407575","https://openalex.org/W4238623774","https://openalex.org/W4240869246","https://openalex.org/W4250691433"],"related_works":["https://openalex.org/W3008339103","https://openalex.org/W2404647514","https://openalex.org/W1667647204","https://openalex.org/W4247536566","https://openalex.org/W3119814709","https://openalex.org/W2018477250","https://openalex.org/W1508895727","https://openalex.org/W4241418540","https://openalex.org/W2725786787","https://openalex.org/W4283160672"],"abstract_inverted_index":{"The":[0],"field":[1,17],"of":[2,21,34,121,150,160,167],"Automated":[3],"Program":[4],"Repair":[5],"(APR)":[6],"has":[7,27,105],"seen":[8],"significant":[9],"growth":[10],"in":[11,108,156],"the":[12,16,19,32,38,119,129,148,164,175],"past":[13],"decade.":[14],"As":[15],"progressed,":[18],"number":[20,33,120,149,166],"templates":[22],"used":[23],"by":[24,59,82,170],"APR":[25,140],"tools":[26],"grown":[28],"substantially":[29],"to":[30,66,78,87,111,114,127,158,172],"increase":[31],"patches":[35,99,122,151,168],"included":[36],"within":[37],"domain":[39],"each":[40],"tool":[41],"finds":[42],"fixable,":[43],"thus":[44],"increasing":[45],"their":[46],"fixing":[47],"capability.":[48],"However,":[49],"this":[50,74,80,135],"heightened":[51],"potential":[52],"was":[53],"not":[54],"free:":[55],"new":[56],"techniques":[57],"paid":[58],"using":[60,83],"greater":[61],"computational":[62],"resources":[63],"and":[64,142,162],"time":[65],"look":[67,77],"over":[68,138],"an":[69],"enlarged":[70],"repair":[71],"space.":[72],"In":[73],"paper,":[75],"we":[76,116,145],"curtail":[79],"trend":[81],"language":[84],"models":[85],"(LMs)":[86],"provide":[88],"guidance":[89],"about":[90],"whether":[91],"a":[92],"generated":[93],"patch":[94],"is":[95],"natural.":[96],"By":[97],"prioritizing":[98],"that":[100,123,144,152],"generate":[101],"natural":[102],"code,":[103],"which":[104],"been":[106],"demonstrated":[107],"prior":[109],"work":[110],"be":[112,125,154],"related":[113],"correctness,":[115],"can":[117,146],"reduce":[118,147,163],"must":[124,153],"inspected":[126,155,169],"find":[128,143],"first":[130],"correct":[131],"patch.":[132],"We":[133],"evaluate":[134],"prioritization":[136],"scheme":[137],"five":[139],"tools,":[141],"up":[157,171],"70%":[159],"bugs":[161],"total":[165],"two-thirds,":[173],"paving":[174],"way":[176],"for":[177],"lower-cost":[178],"program":[179],"repair.":[180]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
