{"id":"https://openalex.org/W2906406192","doi":"https://doi.org/10.1145/3294032.3294079","title":"Method name suggestion with hierarchical attention networks","display_name":"Method name suggestion with hierarchical attention networks","publication_year":2018,"publication_date":"2018-12-20","ids":{"openalex":"https://openalex.org/W2906406192","doi":"https://doi.org/10.1145/3294032.3294079","mag":"2906406192"},"language":"en","primary_location":{"id":"doi:10.1145/3294032.3294079","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3294032.3294079","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 ACM SIGPLAN Workshop on Partial Evaluation and Program Manipulation","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/A5077412882","display_name":"Sihan Xu","orcid":"https://orcid.org/0000-0002-6887-6231"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sihan Xu","raw_affiliation_strings":["Nankai University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nankai University, China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100378878","display_name":"Sen Zhang","orcid":"https://orcid.org/0000-0001-9839-5722"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sen Zhang","raw_affiliation_strings":["Nankai University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nankai University, China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100762711","display_name":"Weijing Wang","orcid":"https://orcid.org/0000-0002-9250-573X"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weijing Wang","raw_affiliation_strings":["Nankai University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nankai University, China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009204715","display_name":"Xinya Cao","orcid":null},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinya Cao","raw_affiliation_strings":["Nankai University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nankai University, China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049695954","display_name":"Chenkai Guo","orcid":"https://orcid.org/0000-0003-1510-6548"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenkai Guo","raw_affiliation_strings":["Nankai University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nankai University, China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042066408","display_name":"Jing Xu","orcid":"https://orcid.org/0000-0001-8532-2241"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Xu","raw_affiliation_strings":["Nankai University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nankai University, China","institution_ids":["https://openalex.org/I205237279"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I205237279"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"10","last_page":"21"},"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/T12127","display_name":"Software System Performance and Reliability","score":0.9853000044822693,"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"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9843999743461609,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8835171461105347},{"id":"https://openalex.org/keywords/snippet","display_name":"Snippet","score":0.7260276079177856},{"id":"https://openalex.org/keywords/program-comprehension","display_name":"Program comprehension","score":0.6961525678634644},{"id":"https://openalex.org/keywords/code-refactoring","display_name":"Code refactoring","score":0.6478880643844604},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.5772119164466858},{"id":"https://openalex.org/keywords/automatic-summarization","display_name":"Automatic summarization","score":0.5542522668838501},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5147404670715332},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5057590007781982},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.45765578746795654},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.4565228819847107},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.4449576139450073},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.37761935591697693},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3644711375236511},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.18633222579956055},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.10982897877693176}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8835171461105347},{"id":"https://openalex.org/C2777822670","wikidata":"https://www.wikidata.org/wiki/Q1120538","display_name":"Snippet","level":2,"score":0.7260276079177856},{"id":"https://openalex.org/C2777561058","wikidata":"https://www.wikidata.org/wiki/Q2652119","display_name":"Program comprehension","level":4,"score":0.6961525678634644},{"id":"https://openalex.org/C152752567","wikidata":"https://www.wikidata.org/wiki/Q116877","display_name":"Code refactoring","level":3,"score":0.6478880643844604},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.5772119164466858},{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.5542522668838501},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5147404670715332},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5057590007781982},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.45765578746795654},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.4565228819847107},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.4449576139450073},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.37761935591697693},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3644711375236511},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.18633222579956055},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.10982897877693176},{"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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3294032.3294079","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3294032.3294079","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 ACM SIGPLAN Workshop on Partial Evaluation and Program Manipulation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W108600807","https://openalex.org/W1551431154","https://openalex.org/W1608271177","https://openalex.org/W1924770834","https://openalex.org/W1962482270","https://openalex.org/W1964062576","https://openalex.org/W1994573369","https://openalex.org/W2007504957","https://openalex.org/W2010608861","https://openalex.org/W2016589492","https://openalex.org/W2064675550","https://openalex.org/W2075269190","https://openalex.org/W2079136077","https://openalex.org/W2095705004","https://openalex.org/W2097100252","https://openalex.org/W2098664130","https://openalex.org/W2099706779","https://openalex.org/W2114508502","https://openalex.org/W2116272605","https://openalex.org/W2126793110","https://openalex.org/W2133564696","https://openalex.org/W2136296681","https://openalex.org/W2140264852","https://openalex.org/W2140609933","https://openalex.org/W2142403498","https://openalex.org/W2143861926","https://openalex.org/W2144499799","https://openalex.org/W2145603002","https://openalex.org/W2151996389","https://openalex.org/W2156981320","https://openalex.org/W2157331557","https://openalex.org/W2242083635","https://openalex.org/W2257123346","https://openalex.org/W2316383133","https://openalex.org/W2444132761","https://openalex.org/W2470673105","https://openalex.org/W2516621648","https://openalex.org/W2533695286","https://openalex.org/W2607662938","https://openalex.org/W2795150841","https://openalex.org/W2914584698","https://openalex.org/W2949888546","https://openalex.org/W2990138404","https://openalex.org/W3005855585","https://openalex.org/W3006491415","https://openalex.org/W3022049116","https://openalex.org/W3146720657"],"related_works":["https://openalex.org/W194942058","https://openalex.org/W4286331421","https://openalex.org/W2991900792","https://openalex.org/W2122804569","https://openalex.org/W2088986462","https://openalex.org/W1985388819","https://openalex.org/W4320806712","https://openalex.org/W4239900777","https://openalex.org/W4206927195","https://openalex.org/W2186150085"],"abstract_inverted_index":{"Method":[0],"Rename":[1],"has":[2,30],"been":[3,31],"a":[4,45,61,73,82,106,112,116],"widely":[5],"used":[6],"refactoring":[7],"operation":[8],"that":[9,18,110],"improves":[10],"program":[11,26],"comprehension":[12],"and":[13,69,109,128],"maintenance.":[14],"Descriptive":[15],"method":[16,35,117],"names":[17,36],"summarize":[19],"functionalities":[20],"of":[21,49,90,102,111,144,151],"source":[22,38,126],"code":[23,39,46,74],"can":[24],"facilitate":[25],"comprehension.":[27],"Much":[28],"research":[29],"done":[32],"to":[33,86,98],"suggest":[34],"through":[37],"summarization.":[40],"However,":[41],"unlike":[42],"natural":[43],"language,":[44],"snippet":[47],"consists":[48],"basic":[50,67,70,107,113],"blocks":[51,68,71],"organized":[52],"by":[53],"complicated":[54],"structures.":[55],"In":[56],"this":[57,78],"work,":[58],"we":[59,80,93],"observe":[60],"hierarchical":[62,83,146],"structure":[63],"---":[64],"tokens":[65],"form":[66,72],"snippet.":[75],"Based":[76],"on":[77,123,137],"observation,":[79],"exploit":[81],"attention":[84,96,147],"network":[85],"learn":[87,99],"the":[88,100,142],"representation":[89],"methods.":[91],"Specifically,":[92],"apply":[94],"two-level":[95],"mechanism":[97],"importance":[101],"each":[103],"token":[104],"in":[105,115,149],"block":[108,114],"respectively.":[118],"We":[119],"evaluated":[120],"our":[121,145],"approach":[122],"10":[124],"open":[125],"repositories":[127],"compared":[129],"it":[130],"against":[131],"three":[132],"state-of-the-art":[133],"approaches.":[134],"The":[135],"results":[136],"these":[138],"open-source":[139],"data":[140],"show":[141],"superiority":[143],"networks":[148],"terms":[150],"effectiveness.":[152]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":4}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
