{"id":"https://openalex.org/W4405580274","doi":"https://doi.org/10.1145/3708887","title":"Semantic Feature Graph Consistency with Contrastive Cluster Assignments for Multilingual Document Clustering","display_name":"Semantic Feature Graph Consistency with Contrastive Cluster Assignments for Multilingual Document Clustering","publication_year":2024,"publication_date":"2024-12-19","ids":{"openalex":"https://openalex.org/W4405580274","doi":"https://doi.org/10.1145/3708887"},"language":"en","primary_location":{"id":"doi:10.1145/3708887","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3708887","pdf_url":null,"source":{"id":"https://openalex.org/S4306421405","display_name":"ACM Transactions on Asian and Low-Resource Language Information Processing","issn_l":"2375-4699","issn":["2375-4699","2375-4702"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Asian and Low-Resource Language Information Processing","raw_type":"journal-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/A5112114889","display_name":"Teng Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Teng Sun","raw_affiliation_strings":["Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Kunming, China","Kunming University of Science and Technology, Kunming, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Kunming, China","institution_ids":["https://openalex.org/I10660446"]},{"raw_affiliation_string":"Kunming University of Science and Technology, Kunming, China","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083569726","display_name":"Zhenqiu Shu","orcid":"https://orcid.org/0000-0001-5737-3383"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenqiu Shu","raw_affiliation_strings":["Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Kunming, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Kunming, China","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102000307","display_name":"Yuxin Huang","orcid":"https://orcid.org/0000-0003-1277-6212"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxin Huang","raw_affiliation_strings":["Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Kunming, China","Kunming University of Science and Technology, Kunming, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Kunming, China","institution_ids":["https://openalex.org/I10660446"]},{"raw_affiliation_string":"Kunming University of Science and Technology, Kunming, China","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100332096","display_name":"Hongbin Wang","orcid":"https://orcid.org/0000-0003-2176-2998"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongbin Wang","raw_affiliation_strings":["Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Kunming, China","Kunming University of Science and Technology, Kunming, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Kunming, China","institution_ids":["https://openalex.org/I10660446"]},{"raw_affiliation_string":"Kunming University of Science and Technology, Kunming, China","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114488777","display_name":"Zhengtao Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengtao Yu","raw_affiliation_strings":["Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Kunming, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Kunming, China","institution_ids":["https://openalex.org/I10660446"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5112114889"],"corresponding_institution_ids":["https://openalex.org/I10660446"],"apc_list":null,"apc_paid":null,"fwci":1.6879,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.87342945,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"24","issue":"1","first_page":"1","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9977999925613403,"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"}},"topics":[{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9977999925613403,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9959999918937683,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.995199978351593,"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":0.6277816295623779},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.6010869145393372},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.569786012172699},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5610485076904297},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5267975926399231},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4994995594024658},{"id":"https://openalex.org/keywords/document-clustering","display_name":"Document clustering","score":0.49931955337524414},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47729408740997314},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4464176595211029},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.41646912693977356},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.25611603260040283},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.17733803391456604},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07217705249786377}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6277816295623779},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.6010869145393372},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.569786012172699},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5610485076904297},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5267975926399231},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4994995594024658},{"id":"https://openalex.org/C177937566","wikidata":"https://www.wikidata.org/wiki/Q4223102","display_name":"Document clustering","level":3,"score":0.49931955337524414},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47729408740997314},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4464176595211029},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.41646912693977356},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.25611603260040283},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.17733803391456604},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07217705249786377},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3708887","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3708887","pdf_url":null,"source":{"id":"https://openalex.org/S4306421405","display_name":"ACM Transactions on Asian and Low-Resource Language Information Processing","issn_l":"2375-4699","issn":["2375-4699","2375-4702"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Asian and Low-Resource Language Information Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4699999988079071,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G20961839","display_name":null,"funder_award_id":"62162033, 62462038, U21B2027","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4020255992","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4479882814","display_name":null,"funder_award_id":"U21B2027","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5513235841","display_name":null,"funder_award_id":"62162033","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5760752404","display_name":null,"funder_award_id":"Projects","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7109446775","display_name":null,"funder_award_id":"621620","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7726157001","display_name":null,"funder_award_id":"Grant No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8404639191","display_name":null,"funder_award_id":"62462038","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8955107213","display_name":null,"funder_award_id":"Major","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W99645795","https://openalex.org/W1907775068","https://openalex.org/W1966401207","https://openalex.org/W1981257123","https://openalex.org/W2092094655","https://openalex.org/W2108502868","https://openalex.org/W2405459681","https://openalex.org/W2733703534","https://openalex.org/W2921065608","https://openalex.org/W2992507359","https://openalex.org/W3035663159","https://openalex.org/W3044096495","https://openalex.org/W3094067205","https://openalex.org/W3094758732","https://openalex.org/W3108655343","https://openalex.org/W3160166991","https://openalex.org/W3162187167","https://openalex.org/W3169978599","https://openalex.org/W3173513735","https://openalex.org/W3173972271","https://openalex.org/W3176694003","https://openalex.org/W4214876032","https://openalex.org/W4220873374","https://openalex.org/W4225942313","https://openalex.org/W4254776357","https://openalex.org/W4287891019","https://openalex.org/W4289341676","https://openalex.org/W4290713716","https://openalex.org/W4312658081","https://openalex.org/W4312881178","https://openalex.org/W4313305552","https://openalex.org/W4320713010","https://openalex.org/W4321480541","https://openalex.org/W4381253801","https://openalex.org/W4382933999","https://openalex.org/W4385453259","https://openalex.org/W4386071520","https://openalex.org/W4387409139","https://openalex.org/W4387968141","https://openalex.org/W4390873400","https://openalex.org/W4391696966","https://openalex.org/W6766677631","https://openalex.org/W6777179611","https://openalex.org/W6803318553"],"related_works":["https://openalex.org/W4298130764","https://openalex.org/W2804364458","https://openalex.org/W2132641928","https://openalex.org/W4310225030","https://openalex.org/W2019737068","https://openalex.org/W2899601636","https://openalex.org/W3015674157","https://openalex.org/W4206655101","https://openalex.org/W4237592971","https://openalex.org/W2387982377"],"abstract_inverted_index":{"Multilingual":[0],"document":[1,170],"clustering":[2],"(MDC)":[3],"aims":[4],"to":[5,46,147],"partition":[6],"multilingual":[7,66,154,169],"documents":[8,67],"into":[9],"distinct":[10],"clusters":[11],"based":[12],"on":[13,167],"topic":[14],"categories":[15],"in":[16,29,120,183],"an":[17],"unsupervised":[18],"manner.":[19],"However,":[20],"existing":[21],"MDC":[22,184],"methods":[23,61],"still":[24],"suffer":[25],"from":[26,65],"several":[27,60,168],"limitations":[28],"practice":[30],"tasks.":[31,185],"Firstly,":[32],"most":[33],"of":[34,176],"them":[35],"optimize":[36],"multiple":[37],"objectives":[38],"within":[39],"the":[40,47,69,74,83,108,137,158,174,177],"same":[41],"feature":[42,122,139],"space,":[43],"thereby":[44,72,156],"leading":[45],"conflict":[48],"between":[49,77,128],"learning":[50,91,130],"consistently":[51],"shared":[52],"semantics":[53],"and":[54,117,131,142],"reconstructing":[55],"inconsistent":[56],"view-specific":[57],"information.":[58],"Secondly,":[59],"directly":[62],"integrate":[63],"information":[64,152],"during":[68],"fusion":[70],"stage,":[71],"overlooking":[73],"semantic":[75,138,143,151,159],"differences":[76,160],"different":[78,121,162],"language":[79,163],"features.":[80],"To":[81],"address":[82],"aforementioned":[84],"problems,":[85],"we":[86,135],"propose":[87],"a":[88],"novel":[89],"multi-view":[90],"method,":[92],"called":[93],"Semantic":[94],"Feature":[95],"Graph":[96],"Consistency":[97],"with":[98],"Contrastive":[99],"Cluster":[100],"Assignments":[101],"(SFGC":[102],"3":[103,111,180],"A),":[104],"for":[105,189],"MDC.":[106],"Specifically,":[107],"proposed":[109,178],"SFGC":[110,179],"A":[112,181],"method":[113,182],"implements":[114],"consistency":[115,129,141,145],"objective":[116,119],"reconstruction":[118],"spaces,":[123],"thus":[124],"effectively":[125],"avoiding":[126],"conflicts":[127],"inconsistency":[132],"reconstruction.":[133],"Subsequently,":[134],"design":[136],"graph":[140],"label":[144],"modules":[146],"further":[148],"explore":[149],"consistent":[150],"among":[153,161],"documents,":[155],"reducing":[157],"views.":[164],"Extensive":[165],"experiments":[166],"datasets":[171],"have":[172],"shown":[173],"effectiveness":[175],"The":[186],"source":[187],"codes":[188],"this":[190],"work":[191],"will":[192],"be":[193],"released":[194],"later.":[195]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-10-10T00:00:00"}
