{"id":"https://openalex.org/W4404388244","doi":"https://doi.org/10.1007/s40747-024-01642-6","title":"Enhancing zero-shot relation extraction with a dual contrastive learning framework and a cross-attention module","display_name":"Enhancing zero-shot relation extraction with a dual contrastive learning framework and a cross-attention module","publication_year":2024,"publication_date":"2024-11-15","ids":{"openalex":"https://openalex.org/W4404388244","doi":"https://doi.org/10.1007/s40747-024-01642-6"},"language":"en","primary_location":{"id":"doi:10.1007/s40747-024-01642-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-024-01642-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-024-01642-6.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex &amp; Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s40747-024-01642-6.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078351390","display_name":"Diyou Li","orcid":null},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Diyou Li","raw_affiliation_strings":["School of Information and Electronic Engineering, Zhejiang University of Science and Technology, Hangzhou, 310023, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Electronic Engineering, Zhejiang University of Science and Technology, Hangzhou, 310023, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100444053","display_name":"Lijuan Zhang","orcid":"https://orcid.org/0000-0002-5192-7418"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lijuan Zhang","raw_affiliation_strings":["School of Information and Electronic Engineering, Zhejiang University of Science and Technology, Hangzhou, 310023, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Electronic Engineering, Zhejiang University of Science and Technology, Hangzhou, 310023, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088548970","display_name":"Jie Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Huang","raw_affiliation_strings":["School of Information and Electronic Engineering, Zhejiang University of Science and Technology, Hangzhou, 310023, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Electronic Engineering, Zhejiang University of Science and Technology, Hangzhou, 310023, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103216531","display_name":"Naixue Xiong","orcid":"https://orcid.org/0000-0002-0394-4635"},"institutions":[{"id":"https://openalex.org/I162709352","display_name":"Sul Ross State University","ror":"https://ror.org/03x7qhw59","country_code":"US","type":"education","lineage":["https://openalex.org/I162709352"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Neal Xiong","raw_affiliation_strings":["Department of Computer Science and Mathematics, Sul Ross State University, Alpine, TX, 79830, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Mathematics, Sul Ross State University, Alpine, TX, 79830, USA","institution_ids":["https://openalex.org/I162709352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100713911","display_name":"Lei Zhang","orcid":"https://orcid.org/0000-0002-6400-1884"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lei Zhang","raw_affiliation_strings":["School of Information and Electronic Engineering, Zhejiang University of Science and Technology, Hangzhou, 310023, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Electronic Engineering, Zhejiang University of Science and Technology, Hangzhou, 310023, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082606335","display_name":"Jian Wan","orcid":"https://orcid.org/0000-0001-9882-3029"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Wan","raw_affiliation_strings":["School of Information and Electronic Engineering, Zhejiang University of Science and Technology, Hangzhou, 310023, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Electronic Engineering, Zhejiang University of Science and Technology, Hangzhou, 310023, China","institution_ids":["https://openalex.org/I168879160"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100444053","https://openalex.org/A5100713911"],"corresponding_institution_ids":["https://openalex.org/I168879160"],"apc_list":{"value":1320,"currency":"GBP","value_usd":1619},"apc_paid":{"value":1320,"currency":"GBP","value_usd":1619},"fwci":1.0326,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.81600764,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"11","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9987999796867371,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9987999796867371,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.9976000189781189,"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/computational-intelligence","display_name":"Computational intelligence","score":0.7720823287963867},{"id":"https://openalex.org/keywords/zero","display_name":"Zero (linguistics)","score":0.7177342176437378},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.6558394432067871},{"id":"https://openalex.org/keywords/shot","display_name":"Shot (pellet)","score":0.5705909729003906},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.5594480037689209},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45500561594963074},{"id":"https://openalex.org/keywords/extraction","display_name":"Extraction (chemistry)","score":0.43196630477905273},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4177979826927185},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3720548152923584},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3425382673740387},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.1852148175239563},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.17313170433044434},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.15871533751487732},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.07128331065177917}],"concepts":[{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.7720823287963867},{"id":"https://openalex.org/C2780813799","wikidata":"https://www.wikidata.org/wiki/Q3274237","display_name":"Zero (linguistics)","level":2,"score":0.7177342176437378},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.6558394432067871},{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.5705909729003906},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.5594480037689209},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45500561594963074},{"id":"https://openalex.org/C4725764","wikidata":"https://www.wikidata.org/wiki/Q844704","display_name":"Extraction (chemistry)","level":2,"score":0.43196630477905273},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4177979826927185},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3720548152923584},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3425382673740387},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.1852148175239563},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.17313170433044434},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.15871533751487732},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.07128331065177917},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s40747-024-01642-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-024-01642-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-024-01642-6.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex &amp; Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:4a79ddabbf4d42db97b8a0879d67011a","is_oa":true,"landing_page_url":"https://doaj.org/article/4a79ddabbf4d42db97b8a0879d67011a","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complex & Intelligent Systems, Vol 11, Iss 1, Pp 1-15 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s40747-024-01642-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-024-01642-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-024-01642-6.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex &amp; Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320338464","display_name":"Natural Science Foundation of Zhejiang Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4404388244.pdf","grobid_xml":"https://content.openalex.org/works/W4404388244.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W77667794","https://openalex.org/W1512387364","https://openalex.org/W2064675550","https://openalex.org/W2079735306","https://openalex.org/W2107598941","https://openalex.org/W2608787653","https://openalex.org/W2752782242","https://openalex.org/W2756566873","https://openalex.org/W2884585870","https://openalex.org/W2914767245","https://openalex.org/W2931010691","https://openalex.org/W2955116803","https://openalex.org/W2962784628","https://openalex.org/W2962881743","https://openalex.org/W2963341956","https://openalex.org/W2963777632","https://openalex.org/W2964022985","https://openalex.org/W2970641574","https://openalex.org/W2984452801","https://openalex.org/W3084874487","https://openalex.org/W3095696617","https://openalex.org/W3095771422","https://openalex.org/W3096655658","https://openalex.org/W3099023595","https://openalex.org/W3116119213","https://openalex.org/W3153655254","https://openalex.org/W3156636935","https://openalex.org/W3171153522","https://openalex.org/W3172497214","https://openalex.org/W3175362188","https://openalex.org/W3198490223","https://openalex.org/W3208001389","https://openalex.org/W4223482730","https://openalex.org/W4226135474","https://openalex.org/W4283802263","https://openalex.org/W4285147355","https://openalex.org/W4286615625","https://openalex.org/W4287890475","https://openalex.org/W4385451016","https://openalex.org/W4386566624","https://openalex.org/W6600424091","https://openalex.org/W6600561556"],"related_works":["https://openalex.org/W2074502265","https://openalex.org/W4214877189","https://openalex.org/W2773965352","https://openalex.org/W2381179799","https://openalex.org/W2980279061","https://openalex.org/W2334685461","https://openalex.org/W2366718574","https://openalex.org/W2359774528","https://openalex.org/W4298312966","https://openalex.org/W2958550830"],"abstract_inverted_index":{"Zero-shot":[0],"relation":[1,47,81,95,130],"extraction":[2,48],"(ZSRE)":[3],"is":[4,108],"essential":[5],"for":[6,45,64],"improving":[7],"the":[8,16,29,34,77,98,102,111,117,121,125,129,137,144],"understanding":[9],"of":[10,20,36,105,128,146],"natural":[11,21],"language":[12,22],"relations":[13],"and":[14,18,40,59,80,139],"enhancing":[15],"accuracy":[17],"efficiency":[19],"processing":[23],"methods":[24],"in":[25,97],"practical":[26],"applications.":[27],"However,":[28],"existing":[30],"ZSRE":[31],"models":[32],"ignore":[33],"importance":[35],"semantic":[37],"information":[38,127],"fusion":[39],"possess":[41],"limitations":[42],"when":[43],"used":[44],"zero-shot":[46],"tasks.":[49],"Thus,":[50],"this":[51,86],"paper":[52],"proposes":[53],"a":[54,60,70],"dual":[55,71],"contrastive":[56,72],"learning":[57,73],"framework":[58,74],"cross-attention":[61,103],"network":[62,104],"module":[63],"ZSRE.":[65],"First,":[66],"our":[67,106,147],"model":[68,107],"designs":[69],"to":[75,89,115,124],"compare":[76],"input":[78,122],"sentences":[79],"descriptions":[82],"from":[83,110],"different":[84,94],"perspectives;":[85],"process":[87],"aims":[88],"achieve":[90],"better":[91],"separation":[92],"between":[93],"categories":[96],"representation":[99],"space.":[100],"Moreover,":[101],"introduced":[109],"computer":[112],"vision":[113],"field":[114],"enhance":[116],"attention":[118],"paid":[119],"by":[120],"instance":[123],"relevant":[126],"description.":[131],"The":[132],"experimental":[133],"results":[134],"obtained":[135],"on":[136],"Wiki-ZSL":[138],"FewRel":[140],"datasets":[141],"fully":[142],"demonstrate":[143],"effectiveness":[145],"approach.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-04-04T08:04:53.788161","created_date":"2025-10-10T00:00:00"}
