{"id":"https://openalex.org/W4308243177","doi":"https://doi.org/10.48550/arxiv.2211.01577","title":"Open-Vocabulary Argument Role Prediction for Event Extraction","display_name":"Open-Vocabulary Argument Role Prediction for Event Extraction","publication_year":2022,"publication_date":"2022-11-03","ids":{"openalex":"https://openalex.org/W4308243177","doi":"https://doi.org/10.48550/arxiv.2211.01577"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2211.01577","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2211.01577","pdf_url":"https://arxiv.org/pdf/2211.01577","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2211.01577","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064060066","display_name":"Yizhu Jiao","orcid":"https://orcid.org/0000-0003-0509-8652"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jiao, Yizhu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101783096","display_name":"Sha Li","orcid":"https://orcid.org/0000-0001-5115-4825"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li, Sha","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113751518","display_name":"Yiqing Xie","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xie, Yiqing","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033128202","display_name":"Ming Zhong","orcid":"https://orcid.org/0000-0001-9376-818X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhong, Ming","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075033889","display_name":"Heng Ji","orcid":"https://orcid.org/0000-0002-0464-7966"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ji, Heng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5019539533","display_name":"Jiawei Han","orcid":"https://orcid.org/0000-0002-3629-2696"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Han, Jiawei","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","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/T10181","display_name":"Natural Language Processing Techniques","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/T10028","display_name":"Topic Modeling","score":0.9984999895095825,"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/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.9696999788284302,"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/argument","display_name":"Argument (complex analysis)","score":0.8012412786483765},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7885758876800537},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.6815274357795715},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5311747193336487},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5167574286460876},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.5009887218475342},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5007607936859131},{"id":"https://openalex.org/keywords/vocabulary","display_name":"Vocabulary","score":0.4959777295589447},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.48177406191825867},{"id":"https://openalex.org/keywords/margin","display_name":"Margin (machine learning)","score":0.4166858494281769},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3393898010253906},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2874690294265747},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.13237199187278748},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08796846866607666}],"concepts":[{"id":"https://openalex.org/C98184364","wikidata":"https://www.wikidata.org/wiki/Q1780131","display_name":"Argument (complex analysis)","level":2,"score":0.8012412786483765},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7885758876800537},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.6815274357795715},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5311747193336487},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5167574286460876},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.5009887218475342},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5007607936859131},{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.4959777295589447},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.48177406191825867},{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.4166858494281769},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3393898010253906},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2874690294265747},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.13237199187278748},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08796846866607666},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2211.01577","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2211.01577","pdf_url":"https://arxiv.org/pdf/2211.01577","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"doi:10.48550/arxiv.2211.01577","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2211.01577","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2211.01577","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2211.01577","pdf_url":"https://arxiv.org/pdf/2211.01577","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[{"score":0.6000000238418579,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3125011624","https://openalex.org/W1508631387","https://openalex.org/W2370917603","https://openalex.org/W2952760143","https://openalex.org/W2017776670","https://openalex.org/W3008380943","https://openalex.org/W2115206405","https://openalex.org/W2347897961","https://openalex.org/W2340870721","https://openalex.org/W2358318464"],"abstract_inverted_index":{"The":[0,81],"argument":[1,15,65,78,92,166],"role":[2,79,113],"in":[3,17,23],"event":[4,12,24,45,97,158],"extraction":[5,159],"refers":[6],"to":[7,43,59,62,87,128],"the":[8,20,112,136,139,149,176],"relation":[9],"between":[10],"an":[11,14,117],"and":[13,56,120,134,145,185],"participating":[16],"it.":[18],"Despite":[19],"great":[21],"progress":[22],"extraction,":[25],"existing":[26,177],"studies":[27,37],"still":[28],"depend":[29],"on":[30,189],"roles":[31,93,141,167],"pre-defined":[32],"by":[33,179],"domain":[34],"experts.":[35],"These":[36],"expose":[38],"obvious":[39],"weakness":[40],"when":[41],"extending":[42],"emerging":[44],"types":[46],"or":[47],"new":[48,157],"domains":[49],"without":[50],"available":[51,188],"roles.":[52,66,131],"Therefore,":[53],"more":[54],"attention":[55],"effort":[57],"needs":[58],"be":[60],"devoted":[61],"automatically":[63],"customizing":[64],"In":[67],"this":[68,72,84,107,152,172],"paper,":[69],"we":[70,110,154],"define":[71],"essential":[73],"but":[74],"under-explored":[75],"task:":[76],"open-vocabulary":[77],"prediction.":[80],"goal":[82],"of":[83,91,151],"task":[85,119],"is":[86],"infer":[88],"a":[89,95,101,124,156,180],"set":[90],"for":[94,106,123],"given":[96],"type.":[98],"We":[99],"propose":[100],"novel":[102],"unsupervised":[103],"framework,":[104],"RolePred":[105,174],"task.":[108],"Specifically,":[109],"formulate":[111],"prediction":[114],"problem":[115],"as":[116],"in-filling":[118],"construct":[121],"prompts":[122],"pre-trained":[125],"language":[126],"model":[127],"generate":[129],"candidate":[130,137],"By":[132],"extracting":[133],"analyzing":[135],"arguments,":[138],"event-specific":[140],"are":[142,187],"further":[143],"merged":[144],"selected.":[146],"To":[147],"standardize":[148],"research":[150],"task,":[153],"collect":[155],"dataset":[160,186],"from":[161],"WikiPpedia":[162],"including":[163],"142":[164],"customized":[165],"with":[168],"rich":[169],"semantics.":[170],"On":[171],"dataset,":[173],"outperforms":[175],"methods":[178],"large":[181],"margin.":[182],"Source":[183],"code":[184],"our":[190],"GitHub":[191],"repository:":[192],"https://github.com/yzjiao/RolePred":[193]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2025-10-10T00:00:00"}