{"id":"https://openalex.org/W4399714549","doi":"https://doi.org/10.1007/s40747-024-01518-9","title":"Joint entity and relation extraction combined with multi-module feature information enhancement","display_name":"Joint entity and relation extraction combined with multi-module feature information enhancement","publication_year":2024,"publication_date":"2024-06-16","ids":{"openalex":"https://openalex.org/W4399714549","doi":"https://doi.org/10.1007/s40747-024-01518-9"},"language":"en","primary_location":{"id":"doi:10.1007/s40747-024-01518-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-024-01518-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-024-01518-9.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","license_id":"https://openalex.org/licenses/cc-by","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/s40747-024-01518-9.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034825117","display_name":"Yao Li","orcid":"https://orcid.org/0000-0002-6063-3331"},"institutions":[{"id":"https://openalex.org/I50632499","display_name":"Chongqing University of Technology","ror":"https://ror.org/04vgbd477","country_code":"CN","type":"education","lineage":["https://openalex.org/I50632499"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yao Li","raw_affiliation_strings":["School of Artificial Intelligence, Chongqing University of Technology, 459 Pufu Avenue, Yubei District, Chongqing, 401135, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Chongqing University of Technology, 459 Pufu Avenue, Yubei District, Chongqing, 401135, Chongqing, China","institution_ids":["https://openalex.org/I50632499"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100755004","display_name":"He Yan","orcid":"https://orcid.org/0000-0003-4176-4392"},"institutions":[{"id":"https://openalex.org/I50632499","display_name":"Chongqing University of Technology","ror":"https://ror.org/04vgbd477","country_code":"CN","type":"education","lineage":["https://openalex.org/I50632499"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"He Yan","raw_affiliation_strings":["School of Artificial Intelligence, Chongqing University of Technology, 459 Pufu Avenue, Yubei District, Chongqing, 401135, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Chongqing University of Technology, 459 Pufu Avenue, Yubei District, Chongqing, 401135, Chongqing, China","institution_ids":["https://openalex.org/I50632499"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100449291","display_name":"Ye Zhang","orcid":"https://orcid.org/0000-0001-8721-4535"},"institutions":[{"id":"https://openalex.org/I50632499","display_name":"Chongqing University of Technology","ror":"https://ror.org/04vgbd477","country_code":"CN","type":"education","lineage":["https://openalex.org/I50632499"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ye Zhang","raw_affiliation_strings":["School of Artificial Intelligence, Chongqing University of Technology, 459 Pufu Avenue, Yubei District, Chongqing, 401135, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Chongqing University of Technology, 459 Pufu Avenue, Yubei District, Chongqing, 401135, Chongqing, China","institution_ids":["https://openalex.org/I50632499"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100407966","display_name":"Xu Wang","orcid":"https://orcid.org/0009-0001-5904-5313"},"institutions":[{"id":"https://openalex.org/I50632499","display_name":"Chongqing University of Technology","ror":"https://ror.org/04vgbd477","country_code":"CN","type":"education","lineage":["https://openalex.org/I50632499"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Wang","raw_affiliation_strings":["School of Artificial Intelligence, Chongqing University of Technology, 459 Pufu Avenue, Yubei District, Chongqing, 401135, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Chongqing University of Technology, 459 Pufu Avenue, Yubei District, Chongqing, 401135, Chongqing, China","institution_ids":["https://openalex.org/I50632499"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5034825117"],"corresponding_institution_ids":["https://openalex.org/I50632499"],"apc_list":{"value":1320,"currency":"GBP","value_usd":1619},"apc_paid":{"value":1320,"currency":"GBP","value_usd":1619},"fwci":2.4808,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.90280867,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"10","issue":"5","first_page":"6633","last_page":"6645"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":1.0,"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":1.0,"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":0.9991000294685364,"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/T11719","display_name":"Data Quality and Management","score":0.9959999918937683,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/relationship-extraction","display_name":"Relationship extraction","score":0.8752493262290955},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7664047479629517},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.7085894346237183},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.6170162558555603},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.5704593658447266},{"id":"https://openalex.org/keywords/information-extraction","display_name":"Information extraction","score":0.5399875640869141},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5168693661689758},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5107290744781494},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.49851202964782715},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.49091583490371704},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4789493680000305},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35156887769699097},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09100738167762756}],"concepts":[{"id":"https://openalex.org/C153604712","wikidata":"https://www.wikidata.org/wiki/Q7310755","display_name":"Relationship extraction","level":3,"score":0.8752493262290955},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7664047479629517},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.7085894346237183},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6170162558555603},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.5704593658447266},{"id":"https://openalex.org/C195807954","wikidata":"https://www.wikidata.org/wiki/Q1662562","display_name":"Information extraction","level":2,"score":0.5399875640869141},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5168693661689758},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5107290744781494},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.49851202964782715},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.49091583490371704},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4789493680000305},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35156887769699097},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09100738167762756},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s40747-024-01518-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-024-01518-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-024-01518-9.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","license_id":"https://openalex.org/licenses/cc-by","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:84725e8ba4b84d34ab6e3cbe782370da","is_oa":true,"landing_page_url":"https://doaj.org/article/84725e8ba4b84d34ab6e3cbe782370da","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 10, Iss 5, Pp 6633-6645 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s40747-024-01518-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-024-01518-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-024-01518-9.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","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex &amp; Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7356101111","display_name":null,"funder_award_id":"61173184","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"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4399714549.pdf"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W1540044141","https://openalex.org/W1847618513","https://openalex.org/W2002461265","https://openalex.org/W2741956709","https://openalex.org/W2759056771","https://openalex.org/W2949212908","https://openalex.org/W2951231735","https://openalex.org/W2963997908","https://openalex.org/W2964166731","https://openalex.org/W2964167098","https://openalex.org/W3034303554","https://openalex.org/W3034617555","https://openalex.org/W3035219457","https://openalex.org/W3091993229","https://openalex.org/W3095696617","https://openalex.org/W3105063288","https://openalex.org/W3116427155","https://openalex.org/W3167136668","https://openalex.org/W3173628900","https://openalex.org/W3177474367","https://openalex.org/W4213056849","https://openalex.org/W4283802662","https://openalex.org/W4287887180","https://openalex.org/W4363676972","https://openalex.org/W4383988732","https://openalex.org/W4388248252"],"related_works":["https://openalex.org/W842810586","https://openalex.org/W4319940250","https://openalex.org/W2352298027","https://openalex.org/W2092919065","https://openalex.org/W3138801416","https://openalex.org/W4236762297","https://openalex.org/W2369351710","https://openalex.org/W2594363579","https://openalex.org/W2169232658","https://openalex.org/W2444550338"],"abstract_inverted_index":{"Abstract":[0],"The":[1],"proposed":[2],"method":[3,26,63,151],"for":[4,81],"joint":[5,58],"entity":[6,14,59,83,117,123],"and":[7,16,45,60,105,145],"relation":[8,17,61,77,102,111,138],"extraction":[9,15,62,84,103,112,124],"integrates":[10],"the":[11,21,25,33,82,88,110,128,143,156,159,163],"tasks":[12],"of":[13],"classification":[18,139],"by":[19,37,167],"sharing":[20],"encoding":[22],"layer.":[23],"However,":[24],"faces":[27],"challenges":[28],"due":[29],"to":[30,96,126,155],"incongruities":[31],"in":[32,41],"contextual":[34],"information":[35,68,118,131],"captured":[36],"these":[38],"subtasks,":[39],"resulting":[40],"potential":[42,97,101],"feature":[43,67,130],"conflicts":[44],"adverse":[46],"effects":[47],"on":[48,142,162],"model":[49],"performance.":[50,140],"To":[51],"address":[52],"this,":[53],"we":[54,114],"introduced":[55],"a":[56,76,100,133],"novel":[57],"that":[64,121,149],"incorporates":[65],"multi-module":[66],"enhancement":[69,79,119],"(MFIE)":[70],"(":[71],"https://github.com/liyao345496280/Relation-extraction":[72],").":[73],"We":[74],"employ":[75],"awareness":[78],"module":[80,104,120],"task,":[85,113],"which":[86],"directs":[87],"model\u2019s":[89],"focus":[90],"towards":[91],"extracting":[92],"entities":[93],"closely":[94],"related":[95],"relations":[98],"using":[99],"an":[106,116],"attention":[107],"mechanism.":[108],"For":[109],"implement":[115],"uses":[122],"results":[125],"augment":[127],"original":[129],"through":[132],"gating":[134],"mechanism,":[135],"thereby":[136],"enhancing":[137],"Experiments":[141],"NYT":[144,164],"WebNLG":[146],"datasets":[147],"demonstrate":[148],"our":[150],"performs":[152],"well.":[153],"Compared":[154],"state-of-the-art":[157],"method,":[158],"F1":[160],"score":[161],"dataset":[165],"improved":[166],"0.7%.":[168]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
