{"id":"https://openalex.org/W4408324856","doi":"https://doi.org/10.1109/icassp49660.2025.10888823","title":"A Framework Based on Data Augmentation for Knowledge Graph Entity Typing","display_name":"A Framework Based on Data Augmentation for Knowledge Graph Entity Typing","publication_year":2025,"publication_date":"2025-03-11","ids":{"openalex":"https://openalex.org/W4408324856","doi":"https://doi.org/10.1109/icassp49660.2025.10888823"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49660.2025.10888823","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10888823","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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":null,"display_name":"Zepeng Li","orcid":null},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zepeng Li","raw_affiliation_strings":["School of Information Science & Engineering Lanzhou University, Lanzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science & Engineering Lanzhou University, Lanzhou, China","institution_ids":["https://openalex.org/I76214153"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Minyu Zhai","orcid":null},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minyu Zhai","raw_affiliation_strings":["School of Information Science & Engineering Lanzhou University, Lanzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science & Engineering Lanzhou University, Lanzhou, China","institution_ids":["https://openalex.org/I76214153"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xiao Li","orcid":null},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Li","raw_affiliation_strings":["School of Information Science & Engineering Lanzhou University, Lanzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science & Engineering Lanzhou University, Lanzhou, China","institution_ids":["https://openalex.org/I76214153"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Rikui Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rikui Huang","raw_affiliation_strings":["School of Computer Science & Technology Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science & Technology Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Chenhui Liang","orcid":null},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenhui Liang","raw_affiliation_strings":["School of Information Science & Engineering Lanzhou University, Lanzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science & Engineering Lanzhou University, Lanzhou, China","institution_ids":["https://openalex.org/I76214153"]}]},{"author_position":"last","author":{"id":null,"display_name":"Bin Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Hu","raw_affiliation_strings":["School of Information Science & Engineering Lanzhou University, Lanzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science & Engineering Lanzhou University, Lanzhou, China","institution_ids":["https://openalex.org/I76214153"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12667","display_name":"Economic and Technological Developments in Russia","score":0.1890999972820282,"subfield":{"id":"https://openalex.org/subfields/3303","display_name":"Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12667","display_name":"Economic and Technological Developments in Russia","score":0.1890999972820282,"subfield":{"id":"https://openalex.org/subfields/3303","display_name":"Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14470","display_name":"Advanced Data Processing Techniques","score":0.1762000024318695,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/circuit-breaker","display_name":"Circuit breaker","score":0.8832376003265381},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4506884813308716},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.3186524510383606},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2372342348098755}],"concepts":[{"id":"https://openalex.org/C61352017","wikidata":"https://www.wikidata.org/wiki/Q211058","display_name":"Circuit breaker","level":2,"score":0.8832376003265381},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4506884813308716},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.3186524510383606},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2372342348098755}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp49660.2025.10888823","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10888823","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W202389787","https://openalex.org/W2184957013","https://openalex.org/W2226877337","https://openalex.org/W2283196293","https://openalex.org/W2767287441","https://openalex.org/W2774837955","https://openalex.org/W2964279602","https://openalex.org/W3003265726","https://openalex.org/W3035559300","https://openalex.org/W4206398071","https://openalex.org/W4213381808","https://openalex.org/W4221142755","https://openalex.org/W4221160815","https://openalex.org/W4225979812","https://openalex.org/W4285181864","https://openalex.org/W4321021942","https://openalex.org/W4361275707","https://openalex.org/W4385572717","https://openalex.org/W4385572773","https://openalex.org/W4392903201","https://openalex.org/W4392903725","https://openalex.org/W4392904359","https://openalex.org/W4392909800","https://openalex.org/W4401857213","https://openalex.org/W6678830454","https://openalex.org/W6732492704","https://openalex.org/W6779304510","https://openalex.org/W6784741312"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2186957643","https://openalex.org/W4313289174","https://openalex.org/W2169296235","https://openalex.org/W2383147444","https://openalex.org/W2772771794","https://openalex.org/W2370462073","https://openalex.org/W2351129194"],"abstract_inverted_index":{"The":[0],"task":[1,45,131],"of":[2,24,31,39,65,132,137],"knowledge":[3,17,25],"graph":[4,26],"entity":[5,93],"typing":[6],"(KGET)":[7],"aims":[8],"to":[9,59],"infer":[10],"the":[11,37,40,44,97,120,125,130,135],"missing":[12],"types":[13],"for":[14,91,108],"entities":[15],"in":[16,81,129],"graphs,":[18],"which":[19,63,85],"is":[20],"a":[21,57,73,87],"significant":[22],"subtask":[23],"completion":[27],"(KGC).":[28],"In":[29,52],"despite":[30],"its":[32],"progress,":[33],"we":[34,55],"observe":[35],"that":[36,119],"sparsity":[38,127],"dataset":[41],"greatly":[42],"affects":[43],"itself":[46],"as":[47,49],"well":[48],"downstream":[50],"tasks.":[51],"this":[53,61],"paper,":[54],"propose":[56],"framework":[58,122],"alleviate":[60],"problem,":[62],"consists":[64],"data":[66,82,126,141],"augmentation":[67,83,142],"and":[68,102,134],"type":[69,88,109],"inference.":[70,110],"We":[71],"introduce":[72],"Statistics-based":[74],"Entity":[75],"Type":[76],"Data":[77],"Augmentation":[78],"(SET-DA)":[79],"method":[80],"phase,":[84],"calculates":[86],"probability":[89],"distribution":[90],"each":[92],"by":[94,143],"statistically":[95],"determining":[96],"global":[98],"relation-type":[99],"statistics":[100],"information,":[101],"then":[103],"employ":[104],"embedding-based":[105],"KGET":[106,133],"models":[107,138],"Experimental":[111],"results":[112],"on":[113],"two":[114],"widely":[115],"used":[116],"datasets":[117],"indicate":[118],"proposed":[121],"can":[123],"solve":[124],"problem":[128],"performance":[136],"trained":[139],"with":[140],"SET-DA":[144],"significantly":[145],"outperforms":[146],"previous":[147],"state-of-the-art":[148],"methods.":[149]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-03-12T00:00:00"}