{"id":"https://openalex.org/W4412945348","doi":"https://doi.org/10.18653/v1/2025.acl-long.602","title":"RSCF: Relation-Semantics Consistent Filter for Entity Embedding of Knowledge Graph","display_name":"RSCF: Relation-Semantics Consistent Filter for Entity Embedding of Knowledge Graph","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412945348","doi":"https://doi.org/10.18653/v1/2025.acl-long.602"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2025.acl-long.602","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.acl-long.602","pdf_url":"https://aclanthology.org/2025.acl-long.602.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2025.acl-long.602.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101959398","display_name":"Jun\u2010Sik Kim","orcid":"https://orcid.org/0000-0003-1672-1737"},"institutions":[{"id":"https://openalex.org/I39534123","display_name":"Gwangju Institute of Science and Technology","ror":"https://ror.org/024kbgz78","country_code":"KR","type":"education","lineage":["https://openalex.org/I39534123"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Junsik Kim","raw_affiliation_strings":["AI Graduate School Gwangju Institute of Science and Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AI Graduate School Gwangju Institute of Science and Technology","institution_ids":["https://openalex.org/I39534123"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085399432","display_name":"Jinwook Park","orcid":"https://orcid.org/0000-0001-5073-0894"},"institutions":[{"id":"https://openalex.org/I39534123","display_name":"Gwangju Institute of Science and Technology","ror":"https://ror.org/024kbgz78","country_code":"KR","type":"education","lineage":["https://openalex.org/I39534123"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jinwook Park","raw_affiliation_strings":["AI Graduate School Gwangju Institute of Science and Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AI Graduate School Gwangju Institute of Science and Technology","institution_ids":["https://openalex.org/I39534123"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101467119","display_name":"Kangil Kim","orcid":"https://orcid.org/0000-0003-3220-6401"},"institutions":[{"id":"https://openalex.org/I39534123","display_name":"Gwangju Institute of Science and Technology","ror":"https://ror.org/024kbgz78","country_code":"KR","type":"education","lineage":["https://openalex.org/I39534123"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kangil Kim","raw_affiliation_strings":["AI Graduate School Gwangju Institute of Science and Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AI Graduate School Gwangju Institute of Science and Technology","institution_ids":["https://openalex.org/I39534123"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I39534123"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23611843,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"12320","last_page":"12336"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9925000071525574,"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":0.989799976348877,"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":0.7107561230659485},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.6229285001754761},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.6195715069770813},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.6001153588294983},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.5051141381263733},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.49495190382003784},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.4404826760292053},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3663749694824219},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3160199522972107},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.27020329236984253},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.18652474880218506},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.06541824340820312}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7107561230659485},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.6229285001754761},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.6195715069770813},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.6001153588294983},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.5051141381263733},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.49495190382003784},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.4404826760292053},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3663749694824219},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3160199522972107},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.27020329236984253},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.18652474880218506},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.06541824340820312}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2025.acl-long.602","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.acl-long.602","pdf_url":"https://aclanthology.org/2025.acl-long.602.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2025.acl-long.602","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.acl-long.602","pdf_url":"https://aclanthology.org/2025.acl-long.602.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1194156772","display_name":null,"funder_award_id":"2019-0-01842","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G6962897262","display_name":null,"funder_award_id":"2019-0-01842","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G95167297","display_name":null,"funder_award_id":"No. 2019-0-01842","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412945348.pdf","grobid_xml":"https://content.openalex.org/works/W4412945348.grobid-xml"},"referenced_works_count":1,"referenced_works":["https://openalex.org/W3023009950"],"related_works":["https://openalex.org/W2604454537","https://openalex.org/W2883748392","https://openalex.org/W2897702399","https://openalex.org/W4206028705","https://openalex.org/W2757431232","https://openalex.org/W2808284704","https://openalex.org/W2954554213","https://openalex.org/W2251363251","https://openalex.org/W4206547516","https://openalex.org/W4293236197"],"abstract_inverted_index":{"In":[0],"knowledge":[1,169],"graph":[2,170],"embedding,":[3],"leveraging":[4],"relation":[5,116,160],"specific":[6],"entity":[7,55,79,102,123,128],"transformation":[8,21,40,103,114,124,161],"has":[9,104],"markedly":[10],"enhanced":[11],"performance.However,":[12],"the":[13,25,33,135,142,149,167],"consistency":[14,74,152],"of":[15,27,78,115,141,151],"embedding":[16,129],"differences":[17],"before":[18],"and":[19,53,138,162,175,190],"after":[20],"remains":[22],"unaddressed,":[23],"risking":[24],"loss":[26],"valuable":[28],"inductive":[29],"bias":[30],"inherent":[31],"in":[32,46],"embeddings.This":[34],"inconsistency":[35],"stems":[36],"from":[37],"two":[38],"problems.First,":[39],"representations":[41],"are":[42],"specified":[43],"for":[44,57,107,165],"relations":[45,189],"a":[47,60,65,94],"disconnected":[48],"manner,":[49],"allowing":[50],"dissimilar":[51],"transformations":[52],"corresponding":[54],"embeddings":[56,80,117],"similar":[58],"relations.Second,":[59],"generalized":[61],"plug-in":[62,95],"approach":[63],"as":[64],"SFBR":[66],"(Semantic":[67],"Filter":[68,100],"Based":[69],"on":[70,156],"Relations)":[71],"disrupts":[72],"this":[73,90],"through":[75],"excessive":[76],"concentration":[77],"under":[81],"entity-based":[82],"regularization,":[83],"generating":[84],"indistinguishable":[85],"score":[86],"distributions":[87],"among":[88],"relations.In":[89],"paper,":[91],"we":[92],"introduce":[93],"KGE":[96,183],"method,":[97],"Relation-Semantics":[98],"Consistent":[99],"(RSCF).Its":[101],"three":[105],"features":[106],"enhancing":[108,166],"semantic":[109],"consistency:":[110],"1)":[111],"shared":[112],"affine":[113],"across":[118,187],"all":[119,188],"relations,":[120],"2)":[121],"rooted":[122],"that":[125,153],"adds":[126,159],"an":[127],"to":[130,144],"its":[131],"change":[132,143],"represented":[133],"by":[134],"transformed":[136],"vector,":[137],"3)":[139],"normalization":[140],"prevent":[145],"scale":[146],"reduction.To":[147],"amplify":[148],"advantages":[150],"preserve":[154],"semantics":[155],"embeddings,":[157],"RSCF":[158,179],"prediction":[163],"modules":[164],"semantics.In":[168],"completion":[171],"tasks":[172],"with":[173],"distance-based":[174],"tensor":[176],"decomposition":[177],"models,":[178],"significantly":[180],"outperforms":[181],"state-of-the-art":[182],"methods,":[184],"showing":[185],"robustness":[186],"their":[191],"frequencies.":[192]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
