{"id":"https://openalex.org/W4392519598","doi":"https://doi.org/10.1007/s11063-024-11570-8","title":"DE3TC: Detecting Events with Effective Event Type Information and Context","display_name":"DE3TC: Detecting Events with Effective Event Type Information and Context","publication_year":2024,"publication_date":"2024-03-06","ids":{"openalex":"https://openalex.org/W4392519598","doi":"https://doi.org/10.1007/s11063-024-11570-8"},"language":"en","primary_location":{"id":"doi:10.1007/s11063-024-11570-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11063-024-11570-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11063-024-11570-8.pdf","source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11063-024-11570-8.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100387883","display_name":"Boyang Liu","orcid":"https://orcid.org/0000-0003-0341-309X"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Boyang Liu","raw_affiliation_strings":["College of Intelligence and Computing, Tianjin University, Tianjin, 300350, China"],"affiliations":[{"raw_affiliation_string":"College of Intelligence and Computing, Tianjin University, Tianjin, 300350, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029977488","display_name":"Guozheng Rao","orcid":"https://orcid.org/0000-0002-6261-576X"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guozheng Rao","raw_affiliation_strings":["College of Intelligence and Computing, Tianjin University, Tianjin, 300350, China","Tianjin Key Laboratory of Cognitive Computing and Applications, Tianjin, 300350, China"],"affiliations":[{"raw_affiliation_string":"College of Intelligence and Computing, Tianjin University, Tianjin, 300350, China","institution_ids":["https://openalex.org/I162868743"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Cognitive Computing and Applications, Tianjin, 300350, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100327868","display_name":"Xin Wang","orcid":"https://orcid.org/0000-0001-9651-0651"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Wang","raw_affiliation_strings":["College of Intelligence and Computing, Tianjin University, Tianjin, 300350, China","Tianjin Key Laboratory of Cognitive Computing and Applications, Tianjin, 300350, China"],"affiliations":[{"raw_affiliation_string":"College of Intelligence and Computing, Tianjin University, Tianjin, 300350, China","institution_ids":["https://openalex.org/I162868743"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Cognitive Computing and Applications, Tianjin, 300350, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100425725","display_name":"Li Zhang","orcid":"https://orcid.org/0000-0003-2104-0194"},"institutions":[{"id":"https://openalex.org/I132369690","display_name":"Tianjin University of Science and Technology","ror":"https://ror.org/018rbtf37","country_code":"CN","type":"education","lineage":["https://openalex.org/I132369690"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Zhang","raw_affiliation_strings":["School of Economics and Management, Tianjin University of Science and Technology, Tianjin, 300457, China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Tianjin University of Science and Technology, Tianjin, 300457, China","institution_ids":["https://openalex.org/I132369690"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026919137","display_name":"Qing Cong","orcid":"https://orcid.org/0000-0002-4492-9052"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing Cong","raw_affiliation_strings":["College of Intelligence and Computing, Tianjin University, Tianjin, 300350, China"],"affiliations":[{"raw_affiliation_string":"College of Intelligence and Computing, Tianjin University, Tianjin, 300350, China","institution_ids":["https://openalex.org/I162868743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100387883"],"corresponding_institution_ids":["https://openalex.org/I162868743"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":2.044,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.8783447,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"56","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9976999759674072,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/context","display_name":"Context (archaeology)","score":0.6325843334197998},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.5856502056121826},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5600087642669678},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5424041152000427},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3436574637889862},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2452191412448883},{"id":"https://openalex.org/keywords/history","display_name":"History","score":0.12873560190200806},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.10350117087364197}],"concepts":[{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6325843334197998},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.5856502056121826},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5600087642669678},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5424041152000427},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3436574637889862},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2452191412448883},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.12873560190200806},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10350117087364197},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11063-024-11570-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11063-024-11570-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11063-024-11570-8.pdf","source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s11063-024-11570-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11063-024-11570-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11063-024-11570-8.pdf","source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2490160443","display_name":null,"funder_award_id":"61373165","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G323530312","display_name":null,"funder_award_id":"6183201","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6134627929","display_name":null,"funder_award_id":"61832014","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":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392519598.pdf"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W2001856540","https://openalex.org/W2158545946","https://openalex.org/W2250999640","https://openalex.org/W2475245295","https://openalex.org/W2585795703","https://openalex.org/W2963341956","https://openalex.org/W2970641574","https://openalex.org/W2984582583","https://openalex.org/W2998286882","https://openalex.org/W3012323526","https://openalex.org/W3034999214","https://openalex.org/W3035229828","https://openalex.org/W3098881736","https://openalex.org/W3102925419","https://openalex.org/W3103519070","https://openalex.org/W3104597568","https://openalex.org/W3170759063","https://openalex.org/W3174945605","https://openalex.org/W3185341429","https://openalex.org/W3214600742","https://openalex.org/W4221166835","https://openalex.org/W4280636077","https://openalex.org/W4284702217","https://openalex.org/W4285162231","https://openalex.org/W4287019595","https://openalex.org/W4312602419","https://openalex.org/W4367047129","https://openalex.org/W4382396534","https://openalex.org/W4385703870","https://openalex.org/W6600424091"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"Abstract":[0],"Event":[1],"Detection":[2],"(ED)":[3],"is":[4,194],"a":[5,44,73,148],"crucial":[6],"information":[7,116,156],"extraction":[8],"task":[9],"that":[10],"aims":[11],"to":[12,55,102],"identify":[13],"the":[14,104,122,133,153],"event":[15,22,51,99,107,114,126,154],"triggers":[16],"and":[17,93,110,137,178],"classify":[18],"them":[19],"into":[20],"predefined":[21],"types.":[23],"However,":[24],"most":[25,39],"existing":[26],"methods":[27,40],"did":[28],"not":[29],"perform":[30],"well":[31],"when":[32],"processing":[33],"events":[34,159],"with":[35,85,169,189],"implicit":[36,118,161],"triggers.":[37,119],"And":[38,163],"considered":[41],"ED":[42,76,167],"as":[43,142],"sentence-level":[45,129,166],"task,":[46],"lacking":[47],"effective":[48,123,170],"context":[49,124],"for":[50,117,128,157],"semantics.":[52],"Moreover,":[53],"how":[54],"maintain":[56],"good":[57],"performance":[58,187],"under":[59,197],"low":[60],"resource":[61],"conditions":[62],"still":[63],"needs":[64],"further":[65],"study.":[66],"To":[67],"address":[68],"these":[69],"problems,":[70],"we":[71,131],"propose":[72],"novel":[74],"end-to-end":[75],"model":[77],"called":[78],"DE3TC,":[79],"which":[80],"D":[81],"etects":[82],"E":[83,86,88],"vents":[84],"ffective":[87],"vent":[89],"T":[90],"ype":[91],"Information":[92],"C":[94],"ontext.":[95],"We":[96],"construct":[97],"an":[98],"type-specific":[100],"Clue":[101],"capture":[103],"interaction":[105],"between":[106,135],"type":[108,115,155],"name":[109],"trigger":[111],"words,":[112],"providing":[113],"For":[120],"accessing":[121],"of":[125],"semantics":[127],"ED,":[130],"consider":[132],"correlations":[134],"types":[136],"select":[138],"similar":[139],"types\u2019":[140],"descriptions":[141],"context.":[143],"With":[144],"contextualized":[145],"representation":[146],"from":[147],"contextual":[149],"encoder,":[150],"DE3TC":[151,184,193],"learns":[152],"all":[158],"including":[160],"ones.":[162],"it":[164],"performs":[165],"efficiently":[168],"contexts.":[171],"The":[172],"empirical":[173],"results":[174],"on":[175],"ACE":[176],"2005":[177],"MAVEN":[179],"datasets":[180],"show":[181],"that:":[182],"(i)":[183],"obtains":[185],"state-of-the-art":[186],"compared":[188],"previous":[190],"methods.":[191],"(ii)":[192],"also":[195],"excelled":[196],"low-resource":[198],"conditions.":[199]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}