{"id":"https://openalex.org/W4320057975","doi":"https://doi.org/10.1109/paap56126.2022.10010656","title":"Generating High Quality Titles in StackOverflow via Data Denoising Method","display_name":"Generating High Quality Titles in StackOverflow via Data Denoising Method","publication_year":2022,"publication_date":"2022-11-25","ids":{"openalex":"https://openalex.org/W4320057975","doi":"https://doi.org/10.1109/paap56126.2022.10010656"},"language":"en","primary_location":{"id":"doi:10.1109/paap56126.2022.10010656","is_oa":false,"landing_page_url":"https://doi.org/10.1109/paap56126.2022.10010656","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 13th International Symposium on Parallel Architectures, Algorithms and Programming (PAAP)","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/A5018071549","display_name":"Shikai Guo","orcid":"https://orcid.org/0000-0002-8554-6365"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shikai Guo","raw_affiliation_strings":["Dalian Maritime University,school of information and technology,Dalian,China","school of information and technology, Dalian Maritime University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Dalian Maritime University,school of information and technology,Dalian,China","institution_ids":["https://openalex.org/I43313876"]},{"raw_affiliation_string":"school of information and technology, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074827346","display_name":"Bowen Ping","orcid":null},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bowen Ping","raw_affiliation_strings":["Dalian Maritime University,school of information and technology,Dalian,China","school of information and technology, Dalian Maritime University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Dalian Maritime University,school of information and technology,Dalian,China","institution_ids":["https://openalex.org/I43313876"]},{"raw_affiliation_string":"school of information and technology, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090581386","display_name":"Zixuan Song","orcid":null},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zixuan Song","raw_affiliation_strings":["Dalian Maritime University,school of information and technology,Dalian,China","school of information and technology, Dalian Maritime University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Dalian Maritime University,school of information and technology,Dalian,China","institution_ids":["https://openalex.org/I43313876"]},{"raw_affiliation_string":"school of information and technology, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100423964","display_name":"Hui Li","orcid":"https://orcid.org/0000-0003-2382-6289"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Li","raw_affiliation_strings":["Dalian Maritime University,school of information and technology,Dalian,China","school of information and technology, Dalian Maritime University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Dalian Maritime University,school of information and technology,Dalian,China","institution_ids":["https://openalex.org/I43313876"]},{"raw_affiliation_string":"school of information and technology, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100418997","display_name":"Rong Chen","orcid":"https://orcid.org/0000-0001-5848-6398"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rong Chen","raw_affiliation_strings":["Dalian Maritime University,school of information and technology,Dalian,China","school of information and technology, Dalian Maritime University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Dalian Maritime University,school of information and technology,Dalian,China","institution_ids":["https://openalex.org/I43313876"]},{"raw_affiliation_string":"school of information and technology, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5018071549"],"corresponding_institution_ids":["https://openalex.org/I43313876"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.29537865,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13274","display_name":"Expert finding and Q&A systems","score":0.9991000294685364,"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/T13274","display_name":"Expert finding and Q&A systems","score":0.9991000294685364,"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/T10028","display_name":"Topic Modeling","score":0.9980999827384949,"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"}},{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6952612400054932},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.5940330028533936},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5262198448181152},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.34346967935562134},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2932489514350891},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.0902862548828125}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6952612400054932},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.5940330028533936},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5262198448181152},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.34346967935562134},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2932489514350891},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0902862548828125},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/paap56126.2022.10010656","is_oa":false,"landing_page_url":"https://doi.org/10.1109/paap56126.2022.10010656","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 13th International Symposium on Parallel Architectures, Algorithms and Programming (PAAP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320323086","display_name":"Natural Science Foundation of Liaoning Province","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1649405193","https://openalex.org/W2031906567","https://openalex.org/W2086530517","https://openalex.org/W2099769844","https://openalex.org/W2102114894","https://openalex.org/W2134406267","https://openalex.org/W2242083635","https://openalex.org/W2273196467","https://openalex.org/W2516621648","https://openalex.org/W2591804103","https://openalex.org/W2793775745","https://openalex.org/W2807964941","https://openalex.org/W2888557792","https://openalex.org/W2963096510","https://openalex.org/W2963542740","https://openalex.org/W2963925437","https://openalex.org/W2963935794","https://openalex.org/W2964194820","https://openalex.org/W2964292098","https://openalex.org/W2964322208","https://openalex.org/W3027616835","https://openalex.org/W3034689979","https://openalex.org/W3042582303","https://openalex.org/W3090867931","https://openalex.org/W3131328028","https://openalex.org/W3156669901","https://openalex.org/W4251326898","https://openalex.org/W4385245566","https://openalex.org/W6636901852","https://openalex.org/W6679775712","https://openalex.org/W6679855610","https://openalex.org/W6692071231","https://openalex.org/W6697432434","https://openalex.org/W6741489220","https://openalex.org/W6753851271"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"StackOverflow":[0,16,43],"is":[1,96],"one":[2],"of":[3,51,155,161],"the":[4,10,49,72,92,100,120,123,153,162,167],"most":[5],"popular":[6],"question-and-answer":[7],"platforms":[8],"on":[9,15,22,27,133,145],"internet":[11],"and":[12,85,103,108,127,150,164,178],"whether":[13],"posts":[14,41],"will":[17],"be":[18],"answered":[19],"largely":[20],"depends":[21],"their":[23],"titles\u2019":[24],"quality.":[25],"Based":[26],"recurrent":[28],"neural":[29],"networks":[30],"(RNN)":[31],"or":[32],"transformers,":[33],"previous":[34,173],"studies":[35],"have":[36],"attempted":[37],"to":[38,44,98,137],"use":[39],"real":[40],"from":[42,122],"generate":[45,62],"better":[46],"titles.":[47,65],"However,":[48],"challenge":[50],"noise":[52],"in":[53,106,159],"existing":[54],"data":[55],"has":[56],"been":[57],"ignored,":[58],"leading":[59],"models":[60,175],"can\u2019t":[61],"higher":[63],"quality":[64],"To":[66],"address":[67],"this":[68],"issue,":[69],"we":[70],"propose":[71],"K-clusters":[73],"confidence":[74,135],"learning":[75,87],"for":[76],"code":[77,83,93,107,110,124],"titles":[78],"(KCL-CT)":[79],"model,":[80],"which":[81,156],"contains":[82],"clustering":[84,94,125],"confident":[86],"(CL)":[88],"denoising":[89,117],"components.":[90],"Specifically,":[91],"component":[95,118,126],"used":[97],"capture":[99],"word":[101],"order":[102],"semantic":[104],"information":[105],"classify":[109],"into":[111],"different":[112],"functional":[113],"categories.":[114],"The":[115],"CL":[116],"receives":[119],"output":[121],"employs":[128],"a":[129,134],"heuristic":[130],"method":[131],"based":[132,144],"threshold":[136],"prune":[138],"raw":[139],"datasets.":[140],"We":[141],"conducted":[142],"experiments":[143],"Java,":[146],"Python,":[147],"JavaScript,":[148],"SQL":[149],"C#":[151],"datasets,":[152],"results":[154],"indicated":[157],"that":[158],"terms":[160],"BLEU":[163],"ROUGE":[165],"scores,":[166],"proposed":[168],"KCL-CT":[169],"model":[170],"can":[171],"outperform":[172],"state-of-the-art":[174],"by":[176],"2.0%\u201311.1%":[177],"2.5%\u201314.0%,":[179],"respectively.":[180]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}