{"id":"https://openalex.org/W2250836121","doi":"https://doi.org/10.3115/v1/p14-1093","title":"Toward Future Scenario Generation: Extracting Event Causality Exploiting Semantic Relation, Context, and Association Features","display_name":"Toward Future Scenario Generation: Extracting Event Causality Exploiting Semantic Relation, Context, and Association Features","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2250836121","doi":"https://doi.org/10.3115/v1/p14-1093","mag":"2250836121"},"language":"en","primary_location":{"id":"doi:10.3115/v1/p14-1093","is_oa":false,"landing_page_url":"https://doi.org/10.3115/v1/p14-1093","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)","raw_type":"proceedings-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/A5060605626","display_name":"Chikara Hashimoto","orcid":"https://orcid.org/0000-0002-1240-0410"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chikara Hashimoto","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055783764","display_name":"Kentaro Torisawa","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kentaro Torisawa","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020727770","display_name":"Julien Kloetzer","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Julien Kloetzer","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085135308","display_name":"Motoki Sano","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Motoki Sano","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059315217","display_name":"Istv\u00e1n Varga","orcid":"https://orcid.org/0000-0002-5727-9415"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Istv\u00e1n Varga","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100849475","display_name":"Jong\u2013Hoon Oh","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jong-Hoon Oh","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5026289517","display_name":"Yutaka Kidawara","orcid":null},"institutions":[{"id":"https://openalex.org/I90023481","display_name":"National Institute of Information and Communications Technology","ror":"https://ror.org/016bgq349","country_code":"JP","type":"facility","lineage":["https://openalex.org/I90023481"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yutaka Kidawara","raw_affiliation_strings":["NATIONAL INSTITUTE OF INFORMATION AND COMMUNICATIONS TECHNOLOGY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NATIONAL INSTITUTE OF INFORMATION AND COMMUNICATIONS TECHNOLOGY","institution_ids":["https://openalex.org/I90023481"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.8811,"has_fulltext":false,"cited_by_count":119,"citation_normalized_percentile":{"value":0.97841121,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"987","last_page":"997"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9950000047683716,"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":0.992900013923645,"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/causality","display_name":"Causality (physics)","score":0.7529900074005127},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7362115383148193},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.669714629650116},{"id":"https://openalex.org/keywords/association","display_name":"Association (psychology)","score":0.6613139510154724},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6302376389503479},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5094361901283264},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4485623836517334},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4471839666366577},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35621458292007446},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.12208181619644165},{"id":"https://openalex.org/keywords/history","display_name":"History","score":0.07063335180282593}],"concepts":[{"id":"https://openalex.org/C64357122","wikidata":"https://www.wikidata.org/wiki/Q1149766","display_name":"Causality (physics)","level":2,"score":0.7529900074005127},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7362115383148193},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.669714629650116},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.6613139510154724},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6302376389503479},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5094361901283264},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4485623836517334},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4471839666366577},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35621458292007446},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.12208181619644165},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.07063335180282593},{"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/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","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},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3115/v1/p14-1093","is_oa":false,"landing_page_url":"https://doi.org/10.3115/v1/p14-1093","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.664.4580","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.664.4580","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://aclweb.org/anthology/P/P14/P14-1093.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","display_name":"Life below water","score":0.7099999785423279}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W45001864","https://openalex.org/W1546325558","https://openalex.org/W1574901103","https://openalex.org/W1811279891","https://openalex.org/W1973501513","https://openalex.org/W1975879668","https://openalex.org/W1991018417","https://openalex.org/W1996280631","https://openalex.org/W2028268349","https://openalex.org/W2047290602","https://openalex.org/W2048968173","https://openalex.org/W2067044483","https://openalex.org/W2075005352","https://openalex.org/W2082269221","https://openalex.org/W2094258618","https://openalex.org/W2126664467","https://openalex.org/W2135571184","https://openalex.org/W2141790691","https://openalex.org/W2151295812","https://openalex.org/W2158194939","https://openalex.org/W2158794898","https://openalex.org/W2164777277","https://openalex.org/W2170205828","https://openalex.org/W2250626649","https://openalex.org/W2250756283","https://openalex.org/W2250834592","https://openalex.org/W2251163691","https://openalex.org/W2251946655","https://openalex.org/W2952101563","https://openalex.org/W3141851185"],"related_works":["https://openalex.org/W4234874385","https://openalex.org/W2323648130","https://openalex.org/W2157140558","https://openalex.org/W2378782423","https://openalex.org/W2081494945","https://openalex.org/W2389053294","https://openalex.org/W1970893504","https://openalex.org/W2901208600","https://openalex.org/W3103491425","https://openalex.org/W3093028502"],"abstract_inverted_index":{"We":[0,39,70],"propose":[1,41],"a":[2,73,122],"supervised":[3],"method":[4,30],"of":[5,43],"extracting":[6],"event":[7,119],"causalities":[8],"like":[9,47],"conduct":[10,48],"slash-and-burn":[11,49],"agriculture\u2192exacerbate":[12,50],"desertification":[13],"from":[14],"the":[15,99,117],"web":[16,93],"using":[17],"se-mantic":[18],"relation":[19],"(between":[20],"nouns),":[21],"context,":[22],"and":[23],"association":[24],"features.":[25],"Experiments":[26],"show":[27,59],"that":[28,33,60],"our":[29,91],"outperforms":[31],"base-lines":[32],"are":[34],"based":[35],"on":[36],"state-of-the-art":[37],"methods.":[38],"also":[40,71],"methods":[42],"generating":[44],"future":[45,118],"scenarios":[46,65],"desertification\u2192increase":[51],"Asian":[52],"dust":[53],"(from":[54],"China)\u2192asthma":[55],"gets":[56],"worse.":[57],"Experi-ments":[58],"we":[61,114],"can":[62],"generate":[63],"50,000":[64],"with":[66],"68":[67],"%":[68],"precision.":[69],"generated":[72],"scenario":[74],"deforestation":[75],"con-tinues\u2192global":[76],"warming":[77,105],"worsens\u2192sea":[78],"temperatures":[79],"rise\u2192vibrio":[80],"parahaemolyti-cus":[81],"fouls":[82],"(water),":[83],"which":[84],"is":[85],"written":[86],"in":[87,90,96,108,121],"no":[88],"document":[89],"input":[92],"corpus":[94],"crawled":[95],"2007.":[97],"But":[98],"vibrio":[100],"risk":[101],"due":[102],"to":[103],"global":[104],"was":[106],"observed":[107],"Baker-Austin":[109],"et":[110],"al.":[111],"(2013).":[112],"Thus,":[113],"\u201cpredicted":[115],"\u201d":[116],"sequence":[120],"sense.":[123],"1":[124]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":15},{"year":2020,"cited_by_count":20},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":8},{"year":2014,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}