{"id":"https://openalex.org/W4225992987","doi":"https://doi.org/10.1145/3524842.3527947","title":"Senatus","display_name":"Senatus","publication_year":2022,"publication_date":"2022-05-23","ids":{"openalex":"https://openalex.org/W4225992987","doi":"https://doi.org/10.1145/3524842.3527947"},"language":"en","primary_location":{"id":"doi:10.1145/3524842.3527947","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3524842.3527947","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3524842.3527947","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th International Conference on Mining Software Repositories","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3524842.3527947","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043609447","display_name":"Fran Silavong","orcid":"https://orcid.org/0000-0003-0120-3531"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fran Silavong","raw_affiliation_strings":["JPMorgan Chase, London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JPMorgan Chase, London, United Kingdom","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035887312","display_name":"Se\u00e1n Moran","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sean Moran","raw_affiliation_strings":["JPMorgan Chase, London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JPMorgan Chase, London, United Kingdom","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068848686","display_name":"Antonios Georgiadis","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Antonios Georgiadis","raw_affiliation_strings":["JPMorgan Chase, London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JPMorgan Chase, London, United Kingdom","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089661363","display_name":"Rohan Saphal","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rohan Saphal","raw_affiliation_strings":["JPMorgan Chase, Glasgow, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JPMorgan Chase, Glasgow, United Kingdom","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023370042","display_name":"Robert Otter","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Robert Otter","raw_affiliation_strings":["JPMorgan Chase, London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JPMorgan Chase, London, United Kingdom","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.2306,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.89976748,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"511","last_page":"523"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.9901999831199646,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9901999831199646,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9872999787330627,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9824000000953674,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.8680214881896973},{"id":"https://openalex.org/keywords/unreachable-code","display_name":"Unreachable code","score":0.6173035502433777},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5675382614135742},{"id":"https://openalex.org/keywords/redundant-code","display_name":"Redundant code","score":0.5290136337280273},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.488400399684906},{"id":"https://openalex.org/keywords/code-reuse","display_name":"Code reuse","score":0.4874856472015381},{"id":"https://openalex.org/keywords/dead-code","display_name":"Dead code","score":0.4571729302406311},{"id":"https://openalex.org/keywords/kpi-driven-code-analysis","display_name":"KPI-driven code analysis","score":0.45371708273887634},{"id":"https://openalex.org/keywords/code-review","display_name":"Code review","score":0.4446302354335785},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4305473566055298},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4140029549598694},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.37908968329429626},{"id":"https://openalex.org/keywords/static-program-analysis","display_name":"Static program analysis","score":0.3268221914768219},{"id":"https://openalex.org/keywords/code-generation","display_name":"Code generation","score":0.2875499427318573},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.26329851150512695},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.16380617022514343},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.14099851250648499},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.13231995701789856},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.11423268914222717}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8680214881896973},{"id":"https://openalex.org/C50951305","wikidata":"https://www.wikidata.org/wiki/Q2482534","display_name":"Unreachable code","level":5,"score":0.6173035502433777},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5675382614135742},{"id":"https://openalex.org/C151578736","wikidata":"https://www.wikidata.org/wiki/Q1251793","display_name":"Redundant code","level":4,"score":0.5290136337280273},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.488400399684906},{"id":"https://openalex.org/C2778583558","wikidata":"https://www.wikidata.org/wiki/Q771245","display_name":"Code reuse","level":3,"score":0.4874856472015381},{"id":"https://openalex.org/C47434764","wikidata":"https://www.wikidata.org/wiki/Q1770035","display_name":"Dead code","level":5,"score":0.4571729302406311},{"id":"https://openalex.org/C121957198","wikidata":"https://www.wikidata.org/wiki/Q14365593","display_name":"KPI-driven code analysis","level":5,"score":0.45371708273887634},{"id":"https://openalex.org/C150292731","wikidata":"https://www.wikidata.org/wiki/Q1342704","display_name":"Code review","level":5,"score":0.4446302354335785},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4305473566055298},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4140029549598694},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.37908968329429626},{"id":"https://openalex.org/C137287247","wikidata":"https://www.wikidata.org/wiki/Q1329550","display_name":"Static program analysis","level":4,"score":0.3268221914768219},{"id":"https://openalex.org/C133162039","wikidata":"https://www.wikidata.org/wiki/Q1061077","display_name":"Code generation","level":3,"score":0.2875499427318573},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.26329851150512695},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.16380617022514343},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.14099851250648499},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.13231995701789856},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.11423268914222717},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3524842.3527947","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3524842.3527947","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3524842.3527947","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th International Conference on Mining Software Repositories","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2111.04473","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2111.04473","pdf_url":"https://arxiv.org/pdf/2111.04473","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"doi:10.1145/3524842.3527947","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3524842.3527947","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3524842.3527947","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th International Conference on Mining Software Repositories","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.6000000238418579,"id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":65,"referenced_works":["https://openalex.org/W244339","https://openalex.org/W214066157","https://openalex.org/W569478347","https://openalex.org/W841971286","https://openalex.org/W1455310343","https://openalex.org/W1588986231","https://openalex.org/W1736726159","https://openalex.org/W1872325575","https://openalex.org/W1965636883","https://openalex.org/W1975665473","https://openalex.org/W1991800036","https://openalex.org/W2012833704","https://openalex.org/W2024668293","https://openalex.org/W2036448375","https://openalex.org/W2038276547","https://openalex.org/W2075893676","https://openalex.org/W2084887015","https://openalex.org/W2097865464","https://openalex.org/W2107709519","https://openalex.org/W2118805943","https://openalex.org/W2123427850","https://openalex.org/W2126907894","https://openalex.org/W2128782367","https://openalex.org/W2132069633","https://openalex.org/W2138756793","https://openalex.org/W2140431670","https://openalex.org/W2147717514","https://openalex.org/W2150191781","https://openalex.org/W2162006472","https://openalex.org/W2162436321","https://openalex.org/W2309293092","https://openalex.org/W2403782142","https://openalex.org/W2511803001","https://openalex.org/W2557805692","https://openalex.org/W2609517418","https://openalex.org/W2740329368","https://openalex.org/W2768572539","https://openalex.org/W2794531500","https://openalex.org/W2794601162","https://openalex.org/W2795013376","https://openalex.org/W2806718802","https://openalex.org/W2889757348","https://openalex.org/W2902618648","https://openalex.org/W2906579670","https://openalex.org/W2950150251","https://openalex.org/W2963935794","https://openalex.org/W2964084429","https://openalex.org/W2964150020","https://openalex.org/W2968179027","https://openalex.org/W2969540611","https://openalex.org/W3014451403","https://openalex.org/W3083448081","https://openalex.org/W3085219557","https://openalex.org/W3094700537","https://openalex.org/W3097451607","https://openalex.org/W3099302725","https://openalex.org/W3105535951","https://openalex.org/W3116857577","https://openalex.org/W3121414853","https://openalex.org/W3125488228","https://openalex.org/W3165784750","https://openalex.org/W4249282491","https://openalex.org/W4301168982","https://openalex.org/W4394638297","https://openalex.org/W6766223035"],"related_works":["https://openalex.org/W2240848044","https://openalex.org/W2242083635","https://openalex.org/W1141223778","https://openalex.org/W790572731","https://openalex.org/W1555552217","https://openalex.org/W2390085541","https://openalex.org/W2091871187","https://openalex.org/W4389650601","https://openalex.org/W119164155","https://openalex.org/W2151355400"],"abstract_inverted_index":{"Machine":[0],"learning":[1,30],"on":[2,225],"source":[3,34],"code":[4,20,51,57,109,128,139],"(MLOnCode)":[5],"is":[6,38,165],"a":[7,39,62,101,155,168],"popular":[8],"research":[9],"field":[10],"that":[11,43,53,175],"has":[12],"been":[13],"driven":[14],"by":[15,61,79,232,250],"the":[16,23,56,73,84,108,124,131,136,161,177,187,190,209,226],"availability":[17],"of":[18,25,75,127,138,150,163,213],"large-scale":[19],"repositories":[21,129],"and":[22,28,49,86,201,207,235,253],"development":[24,66],"powerful":[26],"probabilistic":[27],"deep":[29],"models":[31],"for":[32,123,179],"mining":[33],"code.":[35],"Code-to-code":[36,69],"recommendation":[37,70,91,118,158],"task":[40],"in":[41,64,104,112,130,189],"MLOnCode":[42],"aims":[44],"to":[45,97,121,143,211,241],"recommend":[46],"relevant,":[47],"diverse":[48],"concise":[50],"snippets":[52],"usefully":[54],"extend":[55],"currently":[58],"being":[59],"written":[60],"developer":[63,77],"their":[65],"environment":[67],"(IDE).":[68],"engines":[71,92,119],"hold":[72],"promise":[74],"increasing":[76,87],"productivity":[78],"reducing":[80],"context":[81],"switching":[82],"from":[83],"IDE":[85],"code-reuse.":[88],"Existing":[89],"code-to-code":[90,117,157],"do":[93],"not":[94],"scale":[95],"gracefully":[96],"large":[98],"codebases,":[99],"exhibiting":[100],"linear":[102],"growth":[103],"query":[105,238,256],"time":[106,239],"as":[107,135],"repository":[110],"increases":[111],"size.":[113],"In":[114],"addition,":[115],"existing":[116],"fail":[120],"account":[122],"global":[125],"statistics":[126],"ranking":[132],"function,":[133],"such":[134],"distribution":[137,193],"snippet":[140,191],"lengths,":[141],"leading":[142],"sub-optimal":[144],"retrieval":[145,183],"results.":[146],"We":[147,204],"address":[148],"both":[149],"these":[151],"weaknesses":[152],"with":[153],"Senatus,":[154],"new":[156,169],"engine.":[159],"At":[160],"core":[162],"Senatus":[164,206,229,244],"De-Skew":[166],"LSH":[167,249],"locality":[170],"sensitive":[171],"hashing":[172],"(LSH)":[173],"algorithm":[174],"indexes":[176],"data":[178],"fast":[180],"(sub-linear":[181],"time)":[182],"while":[184,219],"also":[185,245],"counteracting":[186],"skewness":[188],"length":[192],"using":[194],"novel":[195],"abstract":[196],"syntax":[197],"tree-based":[198],"feature":[199],"scoring":[200],"selection":[202],"algorithms.":[203],"evaluate":[205],"find":[208],"recommendations":[210],"be":[212],"higher":[214],"quality":[215],"than":[216],"competing":[217],"baselines,":[218],"achieving":[220],"faster":[221,237,255],"search.":[222],"For":[223],"example":[224],"CodeSearchNet":[227],"dataset":[228],"improves":[230],"performance":[231],"31.21%":[233],"F1":[234,252],"147.9x":[236],"compared":[240],"Facebook":[242],"Aroma.":[243],"outperforms":[246],"standard":[247],"MinHash":[248],"29.2%":[251],"51.02x":[254],"time.":[257]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2022-05-05T00:00:00"}
