{"id":"https://openalex.org/W3099640733","doi":"https://doi.org/10.1145/3368089.3417926","title":"DeepCommenter: a deep code comment generation tool with hybrid lexical and syntactical information","display_name":"DeepCommenter: a deep code comment generation tool with hybrid lexical and syntactical information","publication_year":2020,"publication_date":"2020-11-08","ids":{"openalex":"https://openalex.org/W3099640733","doi":"https://doi.org/10.1145/3368089.3417926","mag":"3099640733"},"language":"en","primary_location":{"id":"doi:10.1145/3368089.3417926","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3368089.3417926","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering","raw_type":"proceedings-article"},"type":"article","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/A5013147949","display_name":"Boao Li","orcid":null},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Boao Li","raw_affiliation_strings":["Zhejiang University, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang University, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070783668","display_name":"Meng Yan","orcid":"https://orcid.org/0000-0002-9538-9121"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng Yan","raw_affiliation_strings":["Chongqing University, China"],"affiliations":[{"raw_affiliation_string":"Chongqing University, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006669765","display_name":"Xin Xia","orcid":"https://orcid.org/0000-0002-6302-3256"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xin Xia","raw_affiliation_strings":["Monash University, Australia"],"affiliations":[{"raw_affiliation_string":"Monash University, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047688641","display_name":"Xing Hu","orcid":"https://orcid.org/0000-0003-0093-3292"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xing Hu","raw_affiliation_strings":["Peking University, China"],"affiliations":[{"raw_affiliation_string":"Peking University, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100447682","display_name":"Ge Li","orcid":"https://orcid.org/0000-0002-5828-0186"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ge Li","raw_affiliation_strings":["Peking University, China"],"affiliations":[{"raw_affiliation_string":"Peking University, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081036622","display_name":"David Lo","orcid":"https://orcid.org/0000-0002-4367-7201"},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"David Lo","raw_affiliation_strings":["Singapore Management University, Singapore"],"affiliations":[{"raw_affiliation_string":"Singapore Management University, Singapore","institution_ids":["https://openalex.org/I79891267"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5013147949"],"corresponding_institution_ids":["https://openalex.org/I76130692"],"apc_list":null,"apc_paid":null,"fwci":6.6759,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.9694723,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1571","last_page":"1575"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":1.0,"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":1.0,"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":0.9939000010490417,"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9905999898910522,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.9100277423858643},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.6610171794891357},{"id":"https://openalex.org/keywords/abstract-syntax-tree","display_name":"Abstract syntax tree","score":0.6494470238685608},{"id":"https://openalex.org/keywords/program-comprehension","display_name":"Program comprehension","score":0.6376023888587952},{"id":"https://openalex.org/keywords/code-generation","display_name":"Code generation","score":0.6159727573394775},{"id":"https://openalex.org/keywords/java","display_name":"Java","score":0.6043811440467834},{"id":"https://openalex.org/keywords/plug-in","display_name":"Plug-in","score":0.5711607933044434},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.5534477829933167},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5484722852706909},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4421490728855133},{"id":"https://openalex.org/keywords/syntax","display_name":"Syntax","score":0.42305412888526917},{"id":"https://openalex.org/keywords/application-server","display_name":"Application server","score":0.42141252756118774},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.35417497158050537},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.2858157753944397},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.27257221937179565},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.15972167253494263}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9100277423858643},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.6610171794891357},{"id":"https://openalex.org/C58646249","wikidata":"https://www.wikidata.org/wiki/Q127380","display_name":"Abstract syntax tree","level":3,"score":0.6494470238685608},{"id":"https://openalex.org/C2777561058","wikidata":"https://www.wikidata.org/wiki/Q2652119","display_name":"Program comprehension","level":4,"score":0.6376023888587952},{"id":"https://openalex.org/C133162039","wikidata":"https://www.wikidata.org/wiki/Q1061077","display_name":"Code generation","level":3,"score":0.6159727573394775},{"id":"https://openalex.org/C548217200","wikidata":"https://www.wikidata.org/wiki/Q251","display_name":"Java","level":2,"score":0.6043811440467834},{"id":"https://openalex.org/C4924752","wikidata":"https://www.wikidata.org/wiki/Q184148","display_name":"Plug-in","level":2,"score":0.5711607933044434},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.5534477829933167},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5484722852706909},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4421490728855133},{"id":"https://openalex.org/C60048249","wikidata":"https://www.wikidata.org/wiki/Q37437","display_name":"Syntax","level":2,"score":0.42305412888526917},{"id":"https://openalex.org/C164554305","wikidata":"https://www.wikidata.org/wiki/Q71550","display_name":"Application server","level":2,"score":0.42141252756118774},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.35417497158050537},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.2858157753944397},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.27257221937179565},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.15972167253494263},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"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:10.1145/3368089.3417926","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3368089.3417926","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering","raw_type":"proceedings-article"},{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-6634","is_oa":false,"landing_page_url":"https://ink.library.smu.edu.sg/cgi/viewcontent.cgi?article=6634&amp;amp;context=sis_research","pdf_url":null,"source":{"id":"https://openalex.org/S4377196871","display_name":"Institutional Knowledge (InK) - Institutional Knowledge at Singapore Management University (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://doi.org/10.1145/3368089.3417926","raw_type":"Conference Proceeding Article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.550000011920929,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1498238796","https://openalex.org/W1970407057","https://openalex.org/W2081749632","https://openalex.org/W2082160726","https://openalex.org/W2101105183","https://openalex.org/W2130942839","https://openalex.org/W2133333349","https://openalex.org/W2133459682","https://openalex.org/W2136296681","https://openalex.org/W2142403498","https://openalex.org/W2360967250","https://openalex.org/W2402619042","https://openalex.org/W2511803001","https://openalex.org/W2516621648","https://openalex.org/W2741561716","https://openalex.org/W2884276923","https://openalex.org/W2949297108","https://openalex.org/W2962995178","https://openalex.org/W2963935794","https://openalex.org/W2963958373","https://openalex.org/W2964308564"],"related_works":["https://openalex.org/W4287378204","https://openalex.org/W2545422590","https://openalex.org/W4282813445","https://openalex.org/W4200321676","https://openalex.org/W1902131285","https://openalex.org/W4317042421","https://openalex.org/W2104132242","https://openalex.org/W2053262616","https://openalex.org/W3195022246","https://openalex.org/W2318302692"],"abstract_inverted_index":{"As":[0],"the":[1,7,71,88,100,122,126,131,135,139,142,152,156,162,166,173,231],"scale":[2],"of":[3,40,93,102,193,214],"software":[4],"projects":[5,218],"increases,":[6],"code":[8,20,36,48,57,123,154,180],"comments":[9,21,65],"are":[10,22],"more":[11,13],"and":[12,49,80,90,133,159,175,182,188],"important":[14],"for":[15,43,66,148],"program":[16],"comprehension.":[17],"Unfortunately,":[18],"many":[19],"missing,":[23],"mismatched":[24],"or":[25,32],"outdated":[26],"due":[27],"to":[28,45,62,130,165,196],"tight":[29],"development":[30],"schedule":[31],"other":[33],"reasons.":[34],"Automatic":[35],"comment":[37,58,72,136,164],"generation":[38,59,73],"is":[39,113],"great":[41],"help":[42],"developers":[44],"comprehend":[46],"source":[47,179,216],"reduce":[50],"their":[51],"workload.":[52],"Thus,":[53],"we":[54,202],"propose":[55],"a":[56,76,82,116,206,211,235],"tool":[60],"(DeepCommenter)":[61],"generate":[63,197],"descriptive":[64],"Java":[67,94,217],"methods.":[68,95],"DeepCommenter":[69,98,229],"formulates":[70],"task":[74],"as":[75],"machine":[77],"translation":[78],"problem":[79],"exploits":[81],"deep":[83],"neural":[84],"network":[85],"that":[86,228],"combines":[87,189],"lexical":[89,174],"structural":[91],"information":[92,177,194],"We":[96],"implement":[97],"in":[99],"form":[101],"an":[103],"Integrated":[104],"Development":[105],"Environment":[106],"(i.e.,":[107],"Intellij":[108],"IDEA)":[109],"plug-in.":[110],"Such":[111],"plug-in":[112],"built":[114,209],"upon":[115],"Client/Server":[117],"architecture.":[118],"The":[119,145,168,221],"client":[120],"formats":[121],"selected":[124,143],"by":[125,138,234],"user,":[127],"sends":[128,160],"request":[129],"server":[132,140,146],"inserts":[134],"generated":[137,163],"above":[141],"code.":[144],"listens":[147],"client\u2019s":[149],"request,":[150],"analyzes":[151],"requested":[153],"using":[155],"pre-trained":[157,169],"model":[158,170],"back":[161],"client.":[167],"learns":[171],"both":[172],"syntactical":[176],"from":[178,210],"tokens":[181],"Abstract":[183],"Syntax":[184],"Trees":[185],"(AST)":[186],"respectively":[187],"these":[190],"two":[191],"types":[192],"together":[195],"comments.":[198],"To":[199],"evaluate":[200],"DeepCommenter,":[201],"conduct":[203],"experiments":[204],"on":[205,219,224],"large":[207,212],"corpus":[208],"number":[213],"open":[215],"GitHub.":[220],"experimental":[222],"results":[223],"different":[225],"metrics":[226],"show":[227],"outperforms":[230],"state-of-the-art":[232],"approaches":[233],"substantial":[236],"margin.":[237]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":5}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
