{"id":"https://openalex.org/W2252011030","doi":"https://doi.org/10.18653/v1/d15-1059","title":"\"A Spousal Relation Begins with a Deletion of engage and Ends with an Addition of divorce\": Learning State Changing Verbs from Wikipedia Revision History","display_name":"\"A Spousal Relation Begins with a Deletion of engage and Ends with an Addition of divorce\": Learning State Changing Verbs from Wikipedia Revision History","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2252011030","doi":"https://doi.org/10.18653/v1/d15-1059","mag":"2252011030"},"language":"en","primary_location":{"id":"doi:10.18653/v1/d15-1059","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/d15-1059","pdf_url":"https://www.aclweb.org/anthology/D15-1059.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/D15-1059.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027174211","display_name":"Derry Wijaya","orcid":"https://orcid.org/0000-0002-0848-4703"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Derry Tanti Wijaya","raw_affiliation_strings":["Carnegie Mellon University 5000 Forbes Avenue Pittsburgh, PA, 15213"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University 5000 Forbes Avenue Pittsburgh, PA, 15213","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020042558","display_name":"Ndapa Nakashole","orcid":"https://orcid.org/0009-0000-5223-1394"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ndapandula Nakashole","raw_affiliation_strings":["Carnegie Mellon University 5000 Forbes Avenue Pittsburgh, PA, 15213"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University 5000 Forbes Avenue Pittsburgh, PA, 15213","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102921433","display_name":"Tom M. Mitchell","orcid":"https://orcid.org/0000-0001-7373-0301"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Tom Mitchell","raw_affiliation_strings":["Carnegie Mellon University 5000 Forbes Avenue Pittsburgh, PA, 15213"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University 5000 Forbes Avenue Pittsburgh, PA, 15213","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5102921433"],"corresponding_institution_ids":["https://openalex.org/I74973139"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"518","last_page":"523"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9988999962806702,"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":0.9988999962806702,"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":0.9977999925613403,"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/T12478","display_name":"Wikis in Education and Collaboration","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7758631110191345},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6984471678733826},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6287763118743896},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.6134491562843323},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5439985990524292},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5375307202339172},{"id":"https://openalex.org/keywords/knowledge-base","display_name":"Knowledge base","score":0.5365325212478638},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.4935058355331421},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.4681824743747711},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.4499847888946533},{"id":"https://openalex.org/keywords/base","display_name":"Base (topology)","score":0.41063904762268066},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.37413841485977173},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3307498097419739},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.24383971095085144},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.14998051524162292},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.14154815673828125}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7758631110191345},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6984471678733826},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6287763118743896},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.6134491562843323},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5439985990524292},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5375307202339172},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.5365325212478638},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.4935058355331421},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.4681824743747711},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.4499847888946533},{"id":"https://openalex.org/C42058472","wikidata":"https://www.wikidata.org/wiki/Q810214","display_name":"Base (topology)","level":2,"score":0.41063904762268066},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.37413841485977173},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3307498097419739},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.24383971095085144},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.14998051524162292},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.14154815673828125},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.18653/v1/d15-1059","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/d15-1059","pdf_url":"https://www.aclweb.org/anthology/D15-1059.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.698.3595","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.698.3595","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/D/D15/D15-1059.pdf","raw_type":"text"}],"best_oa_location":{"id":"doi:10.18653/v1/d15-1059","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/d15-1059","pdf_url":"https://www.aclweb.org/anthology/D15-1059.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.5,"id":"https://metadata.un.org/sdg/5","display_name":"Gender equality"}],"awards":[{"id":"https://openalex.org/G4961796588","display_name":null,"funder_award_id":"FA87501320005","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"}],"funders":[{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2252011030.pdf","grobid_xml":"https://content.openalex.org/works/W2252011030.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W77146693","https://openalex.org/W1512387364","https://openalex.org/W1549708352","https://openalex.org/W2022166150","https://openalex.org/W2105717194","https://openalex.org/W2123442489","https://openalex.org/W2145079630","https://openalex.org/W2145451908","https://openalex.org/W2165602688","https://openalex.org/W2167187514","https://openalex.org/W2251347963","https://openalex.org/W2252123752","https://openalex.org/W3126976873"],"related_works":["https://openalex.org/W2118758177","https://openalex.org/W4330338194","https://openalex.org/W2153520307","https://openalex.org/W2151459719","https://openalex.org/W623261610","https://openalex.org/W2316630966","https://openalex.org/W2358294942","https://openalex.org/W2385713529","https://openalex.org/W2599749361","https://openalex.org/W4367460280"],"abstract_inverted_index":{"Learning":[0],"to":[1,13,22,42,72,77,85,102,106,148],"determine":[2],"when":[3,115],"the":[4,45,48,56,59,74,78,131],"timevarying":[5],"facts":[6],"of":[7,144],"a":[8,17,32,37,88],"Knowledge":[9],"Base":[10],"(KB)":[11],"have":[12],"be":[14,63],"updated":[15,64],"is":[16,147],"challenging":[18],"task.":[19],"We":[20,80,109],"propose":[21],"learn":[23],"state":[24,95],"changing":[25],"verbs":[26,66,93,105,117,146],"from":[27,122],"Wikipedia":[28,50,82,125],"edit":[29,83],"history.":[30],"When":[31],"state-changing":[33,116],"event,":[34],"such":[35],"as":[36,151],"marriage":[38],"or":[39,70,120],"death,":[40],"happens":[41],"an":[43,123],"entity,":[44],"infobox":[46,107,133],"on":[47],"entity's":[49,124,132],"page":[51,126],"usually":[52],"gets":[53],"updated.":[54],"At":[55],"same":[57],"time,":[58],"article":[60],"text":[61],"may":[62],"with":[65,135],"either":[67],"being":[68],"added":[69,119],"deleted":[71,121],"reflect":[73],"changes":[75],"made":[76],"infobox.":[79],"use":[81],"history":[84],"distantly":[86],"supervise":[87],"method":[89,99],"for":[90,155],"automatically":[91],"learning":[92],"and":[94,138],"changes.":[96,108],"Additionally,":[97],"our":[98,112,145],"uses":[100],"constraints":[101],"effectively":[103],"map":[104],"observe":[110],"in":[111,153],"experiments":[113],"that":[114],"are":[118,160],"text,":[127],"we":[128],"can":[129],"predict":[130],"updates":[134],"88%":[136],"precision":[137],"76%":[139],"recall.":[140],"One":[141],"compelling":[142],"application":[143],"incorporate":[149],"them":[150],"triggers":[152],"methods":[154],"updating":[156],"existing":[157],"KBs,":[158],"which":[159],"currently":[161],"mostly":[162],"static.":[163]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}