{"id":"https://openalex.org/W2274071363","doi":"https://doi.org/10.1145/2837614.2837617","title":"Automatic patch generation by learning correct code","display_name":"Automatic patch generation by learning correct code","publication_year":2016,"publication_date":"2016-01-07","ids":{"openalex":"https://openalex.org/W2274071363","doi":"https://doi.org/10.1145/2837614.2837617","mag":"2274071363"},"language":"en","primary_location":{"id":"doi:10.1145/2837614.2837617","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2837614.2837617","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2837617&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 43rd Annual ACM SIGPLAN-SIGACT Symposium on Principles of Programming Languages","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dl.acm.org/ft_gateway.cfm?id=2837617&type=pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080879279","display_name":"Fan Long","orcid":"https://orcid.org/0000-0001-7973-1188"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Fan Long","raw_affiliation_strings":["Massachusetts Institute of Technology, USA"],"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045127387","display_name":"Martin Rinard","orcid":"https://orcid.org/0000-0001-8095-8523"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Martin Rinard","raw_affiliation_strings":["Massachusetts Institute of Technology, USA"],"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, USA","institution_ids":["https://openalex.org/I63966007"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5080879279"],"corresponding_institution_ids":["https://openalex.org/I63966007"],"apc_list":null,"apc_paid":null,"fwci":169.1709,"has_fulltext":true,"cited_by_count":487,"citation_normalized_percentile":{"value":0.99979445,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"298","last_page":"312"},"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9998000264167786,"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9990000128746033,"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/computer-science","display_name":"Computer science","score":0.7601159811019897},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.709026038646698},{"id":"https://openalex.org/keywords/correctness","display_name":"Correctness","score":0.6656829118728638},{"id":"https://openalex.org/keywords/suite","display_name":"Suite","score":0.5974500775337219},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5625137686729431},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5508511066436768},{"id":"https://openalex.org/keywords/open-source","display_name":"Open source","score":0.5416662096977234},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.5387661457061768},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.517693042755127},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48574358224868774},{"id":"https://openalex.org/keywords/test-suite","display_name":"Test suite","score":0.4645659029483795},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4595121443271637},{"id":"https://openalex.org/keywords/open-source-software","display_name":"Open source software","score":0.4171680808067322},{"id":"https://openalex.org/keywords/open-set","display_name":"Open set","score":0.4140126705169678},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33471518754959106},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3316754698753357},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32475465536117554},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.2677186131477356},{"id":"https://openalex.org/keywords/test-case","display_name":"Test case","score":0.24327513575553894},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09958416223526001},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.09447875618934631}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7601159811019897},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.709026038646698},{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.6656829118728638},{"id":"https://openalex.org/C79581498","wikidata":"https://www.wikidata.org/wiki/Q1367530","display_name":"Suite","level":2,"score":0.5974500775337219},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5625137686729431},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5508511066436768},{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.5416662096977234},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.5387661457061768},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.517693042755127},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48574358224868774},{"id":"https://openalex.org/C151552104","wikidata":"https://www.wikidata.org/wiki/Q7705809","display_name":"Test suite","level":4,"score":0.4645659029483795},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4595121443271637},{"id":"https://openalex.org/C2988343187","wikidata":"https://www.wikidata.org/wiki/Q1130645","display_name":"Open source software","level":3,"score":0.4171680808067322},{"id":"https://openalex.org/C42357961","wikidata":"https://www.wikidata.org/wiki/Q213363","display_name":"Open set","level":2,"score":0.4140126705169678},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33471518754959106},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3316754698753357},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32475465536117554},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.2677186131477356},{"id":"https://openalex.org/C128942645","wikidata":"https://www.wikidata.org/wiki/Q1568346","display_name":"Test case","level":3,"score":0.24327513575553894},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09958416223526001},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.09447875618934631},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.0},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2837614.2837617","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2837614.2837617","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2837617&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 43rd Annual ACM SIGPLAN-SIGACT Symposium on Principles of Programming Languages","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/2837614.2837617","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2837614.2837617","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2837617&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 43rd Annual ACM SIGPLAN-SIGACT Symposium on Principles of Programming Languages","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.47999998927116394,"id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G2407417226","display_name":null,"funder_award_id":"FA8750-14-2-0242","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"}],"funders":[{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2274071363.pdf","grobid_xml":"https://content.openalex.org/works/W2274071363.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W989845945","https://openalex.org/W1480662610","https://openalex.org/W1525451871","https://openalex.org/W1566987880","https://openalex.org/W1693912443","https://openalex.org/W1975455521","https://openalex.org/W1977696633","https://openalex.org/W1986544324","https://openalex.org/W1991155991","https://openalex.org/W2016027000","https://openalex.org/W2040900440","https://openalex.org/W2060333670","https://openalex.org/W2063387237","https://openalex.org/W2066421240","https://openalex.org/W2076719273","https://openalex.org/W2080640552","https://openalex.org/W2092889191","https://openalex.org/W2099866050","https://openalex.org/W2104107939","https://openalex.org/W2105899810","https://openalex.org/W2114395851","https://openalex.org/W2122947685","https://openalex.org/W2127229466","https://openalex.org/W2128973633","https://openalex.org/W2136938453","https://openalex.org/W2142406085","https://openalex.org/W2144575244","https://openalex.org/W2145124323","https://openalex.org/W2153881107","https://openalex.org/W2153908436","https://openalex.org/W2156981320","https://openalex.org/W2168156367","https://openalex.org/W2170224888","https://openalex.org/W2246822044","https://openalex.org/W2296178404","https://openalex.org/W2336053010","https://openalex.org/W2402699044","https://openalex.org/W2537787699","https://openalex.org/W3123680370","https://openalex.org/W3149282701","https://openalex.org/W4240558819","https://openalex.org/W4250981365","https://openalex.org/W6634026779"],"related_works":["https://openalex.org/W2801693842","https://openalex.org/W1485630101","https://openalex.org/W4221142186","https://openalex.org/W3204955359","https://openalex.org/W2071069559","https://openalex.org/W2527195214","https://openalex.org/W2901980656","https://openalex.org/W4250928611","https://openalex.org/W4287691332","https://openalex.org/W2340712535"],"abstract_inverted_index":{"We":[0],"present":[1],"Prophet,":[2],"a":[3,11,25,34,58,72],"novel":[4],"patch":[5,90],"generation":[6,91],"system":[7],"that":[8],"works":[9],"with":[10],"set":[12,74],"of":[13,29,36,49,60,75],"successful":[14],"human":[15],"patches":[16,46,56],"obtained":[17],"from":[18,80],"open-":[19],"source":[20],"software":[21],"repositories":[22],"to":[23,42,63],"learn":[24],"probabilistic,":[26],"application-independent":[27],"model":[28,41],"correct":[30,65],"code.":[31],"It":[32],"generates":[33],"space":[35],"candidate":[37,45],"patches,":[38],"uses":[39],"the":[40,44,54,87],"rank":[43],"in":[47],"order":[48],"likely":[50],"correctness,":[51],"and":[52],"validates":[53],"ranked":[55],"against":[57],"suite":[59],"test":[61],"cases":[62],"find":[64],"patches.":[66],"Experimental":[67],"results":[68],"show":[69],"that,":[70],"on":[71],"benchmark":[73],"69":[76],"real-world":[77],"defects":[78],"drawn":[79],"eight":[81],"open-source":[82],"projects,":[83],"Prophet":[84],"significantly":[85],"outperforms":[86],"previous":[88],"state-of-the-art":[89],"system.":[92]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":35},{"year":2023,"cited_by_count":29},{"year":2022,"cited_by_count":39},{"year":2021,"cited_by_count":65},{"year":2020,"cited_by_count":55},{"year":2019,"cited_by_count":71},{"year":2018,"cited_by_count":76},{"year":2017,"cited_by_count":62},{"year":2016,"cited_by_count":36}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
