{"id":"https://openalex.org/W3081520483","doi":"https://doi.org/10.1145/3406116","title":"Pairwise Link Prediction Model for Out of Vocabulary Knowledge Base Entities","display_name":"Pairwise Link Prediction Model for Out of Vocabulary Knowledge Base Entities","publication_year":2020,"publication_date":"2020-09-02","ids":{"openalex":"https://openalex.org/W3081520483","doi":"https://doi.org/10.1145/3406116","mag":"3081520483"},"language":"en","primary_location":{"id":"doi:10.1145/3406116","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3406116","pdf_url":null,"source":{"id":"https://openalex.org/S4394735545","display_name":"ACM Transactions on Information Systems","issn_l":"1046-8188","issn":["1046-8188","1558-2868"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Information Systems","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/A5027015677","display_name":"Richong Zhang","orcid":"https://orcid.org/0000-0002-1207-0300"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Richong Zhang","raw_affiliation_strings":["Beijing Advanced Innovation Center for Big Data and Brain Computing, School of Computer Science and Engineering, Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-1207-0300","affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Big Data and Brain Computing, School of Computer Science and Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089184655","display_name":"Samuel Mensah","orcid":"https://orcid.org/0000-0003-0779-5574"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Samuel Mensah","raw_affiliation_strings":["Beijing Advanced Innovation Center for Big Data and Brain Computing, School of Computer Science and Engineering, Beihang University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Big Data and Brain Computing, School of Computer Science and Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077930803","display_name":"Fanshuang Kong","orcid":"https://orcid.org/0000-0002-9046-740X"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fanshuang Kong","raw_affiliation_strings":["Beihang University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101468117","display_name":"Zhiyuan Hu","orcid":"https://orcid.org/0000-0003-4095-0249"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiyuan Hu","raw_affiliation_strings":["Beijing Advanced Innovation Center for Big Data and Brain Computing, School of Computer Science and Engineering, Beihang University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Big Data and Brain Computing, School of Computer Science and Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004793184","display_name":"Yongyi Mao","orcid":"https://orcid.org/0000-0001-5298-5778"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Yongyi Mao","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, University of Ottawa, Ottawa, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, University of Ottawa, Ottawa, Canada","institution_ids":["https://openalex.org/I153718931"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5104473141","display_name":"Xudong Liu","orcid":"https://orcid.org/0000-0001-7102-0963"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xudong Liu","raw_affiliation_strings":["Beijing Advanced Innovation Center for Big Data and Brain Computing, School of Computer Science and Engineering, Beihang University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Big Data and Brain Computing, School of Computer Science and Engineering, Beihang University, China","institution_ids":["https://openalex.org/I82880672"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.3468,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.9092537,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"38","issue":"4","first_page":"1","last_page":"28"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9998000264167786,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9998000264167786,"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/T10028","display_name":"Topic Modeling","score":0.9990000128746033,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.855559229850769},{"id":"https://openalex.org/keywords/pairwise-comparison","display_name":"Pairwise comparison","score":0.8146635293960571},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.6117113828659058},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.6027783155441284},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.561716616153717},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5546033382415771},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.4951247274875641},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.4753303825855255},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43811577558517456},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.42471373081207275},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.41388797760009766},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.38145536184310913},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.326737642288208},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07926890254020691}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.855559229850769},{"id":"https://openalex.org/C184898388","wikidata":"https://www.wikidata.org/wiki/Q1435712","display_name":"Pairwise comparison","level":2,"score":0.8146635293960571},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.6117113828659058},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.6027783155441284},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.561716616153717},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5546033382415771},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.4951247274875641},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.4753303825855255},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43811577558517456},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.42471373081207275},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.41388797760009766},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.38145536184310913},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.326737642288208},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07926890254020691},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"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:10.1145/3406116","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3406116","pdf_url":null,"source":{"id":"https://openalex.org/S4394735545","display_name":"ACM Transactions on Information Systems","issn_l":"1046-8188","issn":["1046-8188","1558-2868"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Information Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.6499999761581421,"id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G3570852229","display_name":null,"funder_award_id":"61772059","funder_id":"https://openalex.org/F4320327720","funder_display_name":"Foundation for Innovative Research Groups of the National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320327720","display_name":"Foundation for Innovative Research Groups of the National Natural Science Foundation of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W2000411838","https://openalex.org/W2022166150","https://openalex.org/W2055079831","https://openalex.org/W2073587810","https://openalex.org/W2094728533","https://openalex.org/W2171278097","https://openalex.org/W2241862190","https://openalex.org/W2250911766","https://openalex.org/W2251817967","https://openalex.org/W2295739661","https://openalex.org/W2509235963","https://openalex.org/W2604165577","https://openalex.org/W2618735189","https://openalex.org/W2751820697","https://openalex.org/W2751936342","https://openalex.org/W2786016794","https://openalex.org/W2886362482","https://openalex.org/W2899008850","https://openalex.org/W2904685725","https://openalex.org/W2913893651","https://openalex.org/W2930957955","https://openalex.org/W2950277699","https://openalex.org/W2962808968","https://openalex.org/W2963323306","https://openalex.org/W2963406064","https://openalex.org/W4392366624"],"related_works":["https://openalex.org/W2965546495","https://openalex.org/W2153315159","https://openalex.org/W3103844505","https://openalex.org/W4205463238","https://openalex.org/W259157601","https://openalex.org/W2761785940","https://openalex.org/W2487162673","https://openalex.org/W2110523656","https://openalex.org/W2793211469","https://openalex.org/W2797876554"],"abstract_inverted_index":{"Real-world":[0],"knowledge":[1],"bases":[2],"such":[3,26],"as":[4,172],"DBPedia,":[5],"Yago,":[6],"and":[7,103,192,195,210],"Freebase":[8],"contain":[9],"sparse":[10],"linkage":[11],"connectivity,":[12],"which":[13,175],"poses":[14],"a":[15,89,106,120,126,168],"severe":[16],"challenge":[17],"to":[18,139],"link":[19,159,199],"prediction":[20,200],"between":[21,37,46,70,84,114],"entities.":[22,71],"To":[23],"cope":[24],"with":[25,54,91,129],"data":[27],"scarcity":[28],"issues,":[29],"recent":[30],"models":[31,205],"have":[32],"focused":[33],"on":[34,206],"learning":[35],"interactions":[36,83,111,138],"entity":[38,85],"pairs":[39,86,99],"by":[40,87,117],"means":[41,118],"of":[42,66,80,100,105,119,158],"relations":[43,51],"that":[44,112,124,144],"exist":[45,113],"them.":[47],"However":[48],"promising,":[49],"some":[50],"are":[52,148],"associated":[53],"very":[55],"few":[56],"tail":[57],"entities":[58,102,179],"or":[59],"head":[60],"entities,":[61],"resulting":[62],"in":[63],"poor":[64],"estimation":[65],"the":[67,77,110,145,155,173,185],"relation":[68,82,104,130],"interaction":[69],"In":[72],"this":[73],"article,":[74],"we":[75,165],"break":[76],"sole":[78],"dependency":[79],"modeling":[81],"associating":[88],"triple":[90],"pairwise":[92,115,146],"embeddings,":[93],"i.e.,":[94],"distributed":[95,181],"vector":[96,182],"representations":[97,183],"for":[98,136,154,184],"word-based":[101,178],"triple.":[107],"We":[108],"capture":[109],"embeddings":[116,147],"Pairwise":[121,162],"Factorization":[122,163],"Model":[123,164],"employs":[125],"factorization":[127],"machine":[128],"attention.":[131],"This":[132],"approach":[133],"allows":[134],"parameters":[135],"related":[137],"be":[140],"estimated":[141],"efficiently,":[142],"ensuring":[143],"discriminative,":[149],"providing":[150],"strong":[151],"supervisory":[152],"signals":[153],"decoding":[156],"task":[157],"prediction.":[160],"The":[161,187],"propose":[166],"exploits":[167],"neural":[169],"bag-of-words":[170],"model":[171,189],"encoder,":[174],"effectively":[176],"encodes":[177],"into":[180],"decoder.":[186],"proposed":[188],"is":[190],"simple":[191],"enjoys":[193],"efficiency":[194],"capability,":[196],"showing":[197],"superior":[198],"performance":[201],"over":[202],"state-of-the-art":[203],"complex":[204],"benchmark":[207],"datasets":[208],"DBPedia50K":[209],"FB15K-237.":[211]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
