{"id":"https://openalex.org/W4411571791","doi":"https://doi.org/10.1007/s00500-025-10602-2","title":"A novel few-shot relation extraction approach based on multi-granularity semantic interaction","display_name":"A novel few-shot relation extraction approach based on multi-granularity semantic interaction","publication_year":2025,"publication_date":"2025-06-23","ids":{"openalex":"https://openalex.org/W4411571791","doi":"https://doi.org/10.1007/s00500-025-10602-2"},"language":"en","primary_location":{"id":"doi:10.1007/s00500-025-10602-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-025-10602-2","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","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/A5027800550","display_name":"Xinyu He","orcid":"https://orcid.org/0000-0002-0482-7430"},"institutions":[{"id":"https://openalex.org/I153374732","display_name":"Liaoning Normal University","ror":"https://ror.org/04c3cgg32","country_code":"CN","type":"education","lineage":["https://openalex.org/I153374732"]},{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]},{"id":"https://openalex.org/I4210092944","display_name":"Dalian University","ror":"https://ror.org/00g2ypp58","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092944"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xinyu He","raw_affiliation_strings":["Information and Communication Engineering Postdoctoral Research Station, Dalian University of Technology, Dalian, Liaoning, China","Postdoctoral Workstation of Dalian Yongjia Electronic Technology Co., Ltd, Dalian, Liaoning, China","School of Computer and Information Technology, Liaoning Normal University, Dalian, Liaoning, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information and Communication Engineering Postdoctoral Research Station, Dalian University of Technology, Dalian, Liaoning, China","institution_ids":["https://openalex.org/I27357992"]},{"raw_affiliation_string":"Postdoctoral Workstation of Dalian Yongjia Electronic Technology Co., Ltd, Dalian, Liaoning, China","institution_ids":["https://openalex.org/I4210092944"]},{"raw_affiliation_string":"School of Computer and Information Technology, Liaoning Normal University, Dalian, Liaoning, China","institution_ids":["https://openalex.org/I153374732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101229208","display_name":"Guangda Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I153374732","display_name":"Liaoning Normal University","ror":"https://ror.org/04c3cgg32","country_code":"CN","type":"education","lineage":["https://openalex.org/I153374732"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangda Zhao","raw_affiliation_strings":["School of Computer and Information Technology, Liaoning Normal University, Dalian, Liaoning, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information Technology, Liaoning Normal University, Dalian, Liaoning, China","institution_ids":["https://openalex.org/I153374732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034553192","display_name":"Shixin Li","orcid":"https://orcid.org/0000-0001-8297-0972"},"institutions":[{"id":"https://openalex.org/I153374732","display_name":"Liaoning Normal University","ror":"https://ror.org/04c3cgg32","country_code":"CN","type":"education","lineage":["https://openalex.org/I153374732"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shixin Li","raw_affiliation_strings":["School of Computer and Information Technology, Liaoning Normal University, Dalian, Liaoning, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information Technology, Liaoning Normal University, Dalian, Liaoning, China","institution_ids":["https://openalex.org/I153374732"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xue Han","orcid":null},"institutions":[{"id":"https://openalex.org/I153374732","display_name":"Liaoning Normal University","ror":"https://ror.org/04c3cgg32","country_code":"CN","type":"education","lineage":["https://openalex.org/I153374732"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xue Han","raw_affiliation_strings":["School of Computer and Information Technology, Liaoning Normal University, Dalian, Liaoning, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information Technology, Liaoning Normal University, Dalian, Liaoning, China","institution_ids":["https://openalex.org/I153374732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063876981","display_name":"Qiangjian Zhuang","orcid":null},"institutions":[{"id":"https://openalex.org/I153374732","display_name":"Liaoning Normal University","ror":"https://ror.org/04c3cgg32","country_code":"CN","type":"education","lineage":["https://openalex.org/I153374732"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiangjian Zhuang","raw_affiliation_strings":["School of Computer and Information Technology, Liaoning Normal University, Dalian, Liaoning, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information Technology, Liaoning Normal University, Dalian, Liaoning, China","institution_ids":["https://openalex.org/I153374732"]}]},{"author_position":"last","author":{"id":null,"display_name":"Yonggong Ren","orcid":"https://orcid.org/0009-0006-3928-2254"},"institutions":[{"id":"https://openalex.org/I153374732","display_name":"Liaoning Normal University","ror":"https://ror.org/04c3cgg32","country_code":"CN","type":"education","lineage":["https://openalex.org/I153374732"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yonggong Ren","raw_affiliation_strings":["School of Computer and Information Technology, Liaoning Normal University, Dalian, Liaoning, China"],"raw_orcid":"https://orcid.org/0009-0006-3928-2254","affiliations":[{"raw_affiliation_string":"School of Computer and Information Technology, Liaoning Normal University, Dalian, Liaoning, China","institution_ids":["https://openalex.org/I153374732"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5027800550"],"corresponding_institution_ids":["https://openalex.org/I153374732","https://openalex.org/I27357992","https://openalex.org/I4210092944"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.06812484,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"30","issue":"3","first_page":"1767","last_page":"1778"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9991000294685364,"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/T10028","display_name":"Topic Modeling","score":0.9991000294685364,"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":0.9969000220298767,"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":0.9606000185012817,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/granularity","display_name":"Granularity","score":0.8338126540184021},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7061144113540649},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.5821245312690735},{"id":"https://openalex.org/keywords/shot","display_name":"Shot (pellet)","score":0.5519636273384094},{"id":"https://openalex.org/keywords/relationship-extraction","display_name":"Relationship extraction","score":0.45221012830734253},{"id":"https://openalex.org/keywords/extraction","display_name":"Extraction (chemistry)","score":0.43600916862487793},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4211328327655792},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3313806653022766},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3275824189186096},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.15740114450454712},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.12107515335083008},{"id":"https://openalex.org/keywords/chromatography","display_name":"Chromatography","score":0.06917816400527954}],"concepts":[{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.8338126540184021},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7061144113540649},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.5821245312690735},{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.5519636273384094},{"id":"https://openalex.org/C153604712","wikidata":"https://www.wikidata.org/wiki/Q7310755","display_name":"Relationship extraction","level":3,"score":0.45221012830734253},{"id":"https://openalex.org/C4725764","wikidata":"https://www.wikidata.org/wiki/Q844704","display_name":"Extraction (chemistry)","level":2,"score":0.43600916862487793},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4211328327655792},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3313806653022766},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3275824189186096},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.15740114450454712},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.12107515335083008},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.06917816400527954},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00500-025-10602-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-025-10602-2","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1243452579","display_name":null,"funder_award_id":"No. 2022M710593","funder_id":"https://openalex.org/F4320335443","funder_display_name":"Postdoctoral Research Foundation of China"},{"id":"https://openalex.org/G193706396","display_name":null,"funder_award_id":"No. XLYC2006005","funder_id":"https://openalex.org/F4320329895","funder_display_name":"Liaoning Revitalization Talents Program"},{"id":"https://openalex.org/G3511731730","display_name":null,"funder_award_id":"61976109","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5599190883","display_name":null,"funder_award_id":"No. 62006108","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"},{"id":"https://openalex.org/F4320329895","display_name":"Liaoning Revitalization Talents Program","ror":null},{"id":"https://openalex.org/F4320335443","display_name":"Postdoctoral Research Foundation of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W2064675550","https://openalex.org/W2107598941","https://openalex.org/W2133774033","https://openalex.org/W2251135946","https://openalex.org/W2604610161","https://openalex.org/W2747329762","https://openalex.org/W2760600531","https://openalex.org/W2951274974","https://openalex.org/W2951615109","https://openalex.org/W2963777632","https://openalex.org/W2964022985","https://openalex.org/W2964105864","https://openalex.org/W2971013448","https://openalex.org/W2971136144","https://openalex.org/W2990230185","https://openalex.org/W3035559300","https://openalex.org/W3035631598","https://openalex.org/W3096304424","https://openalex.org/W3099700870","https://openalex.org/W3104390324","https://openalex.org/W3129758539","https://openalex.org/W3144215978","https://openalex.org/W3173376018","https://openalex.org/W4285520753","https://openalex.org/W4293190885","https://openalex.org/W4316038198","https://openalex.org/W4387703376"],"related_works":["https://openalex.org/W2976808399","https://openalex.org/W2609844752","https://openalex.org/W4392969631","https://openalex.org/W4285246823","https://openalex.org/W4226278302","https://openalex.org/W4221160509","https://openalex.org/W2547211086","https://openalex.org/W2538200646","https://openalex.org/W1968988659","https://openalex.org/W2888033806"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-17T06:59:57.516163","created_date":"2025-10-10T00:00:00"}