{"id":"https://openalex.org/W2171228063","doi":"https://doi.org/10.5591/978-1-57735-516-8/ijcai11-315","title":"Ensemble-based coreference resolution","display_name":"Ensemble-based coreference resolution","publication_year":2011,"publication_date":"2011-07-16","ids":{"openalex":"https://openalex.org/W2171228063","doi":"https://doi.org/10.5591/978-1-57735-516-8/ijcai11-315","mag":"2171228063"},"language":"en","primary_location":{"id":"mag:2171228063","is_oa":false,"landing_page_url":"http://www.hlt.utdallas.edu/%7Evince/papers/ijcai11-coref.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306419999","display_name":"International Joint Conference on Artificial Intelligence","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"International Joint Conference on Artificial Intelligence","raw_type":null},"type":"conference-paper","indexed_in":[],"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/A5069037452","display_name":"Altaf Rahman","orcid":null},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Altaf Rahman","raw_affiliation_strings":["Human Language Technology Research Institute, University of Texas at Dallas, Richardson, TX#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Human Language Technology Research Institute, University of Texas at Dallas, Richardson, TX#TAB#","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102732054","display_name":"Vincent Ng","orcid":"https://orcid.org/0000-0001-8237-429X"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vincent Ng","raw_affiliation_strings":["Human Language Technology Research Institute, University of Texas at Dallas, Richardson, TX#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Human Language Technology Research Institute, University of Texas at Dallas, Richardson, TX#TAB#","institution_ids":["https://openalex.org/I162577319"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I162577319"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1884","last_page":"1889"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9934999942779541,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9934999942779541,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9926000237464905,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9898999929428101,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/coreference","display_name":"Coreference","score":0.9941147565841675},{"id":"https://openalex.org/keywords/pairwise-comparison","display_name":"Pairwise comparison","score":0.8198865652084351},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8131438493728638},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6399272680282593},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.6030384302139282},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5713922381401062},{"id":"https://openalex.org/keywords/resolution","display_name":"Resolution (logic)","score":0.5603564977645874},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46296998858451843},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.35509365797042847}],"concepts":[{"id":"https://openalex.org/C28076734","wikidata":"https://www.wikidata.org/wiki/Q63087","display_name":"Coreference","level":3,"score":0.9941147565841675},{"id":"https://openalex.org/C184898388","wikidata":"https://www.wikidata.org/wiki/Q1435712","display_name":"Pairwise comparison","level":2,"score":0.8198865652084351},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8131438493728638},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6399272680282593},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.6030384302139282},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5713922381401062},{"id":"https://openalex.org/C138268822","wikidata":"https://www.wikidata.org/wiki/Q1051925","display_name":"Resolution (logic)","level":2,"score":0.5603564977645874},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46296998858451843},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.35509365797042847}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2171228063","is_oa":false,"landing_page_url":"http://www.hlt.utdallas.edu/%7Evince/papers/ijcai11-coref.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306419999","display_name":"International Joint Conference on Artificial Intelligence","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"International Joint Conference on Artificial Intelligence","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.5299999713897705,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1547546052","https://openalex.org/W1576504150","https://openalex.org/W1789782362","https://openalex.org/W1989827734","https://openalex.org/W2005840182","https://openalex.org/W2047221353","https://openalex.org/W2050273484","https://openalex.org/W2067982155","https://openalex.org/W2092481996","https://openalex.org/W2096765155","https://openalex.org/W2104619957","https://openalex.org/W2113227740","https://openalex.org/W2113310984","https://openalex.org/W2128996912","https://openalex.org/W2130998195","https://openalex.org/W2131340601","https://openalex.org/W2131554698","https://openalex.org/W2149956050","https://openalex.org/W2164455818","https://openalex.org/W2168798508","https://openalex.org/W3023431232","https://openalex.org/W3098809735"],"related_works":["https://openalex.org/W2104619957","https://openalex.org/W3199609108","https://openalex.org/W3153766951","https://openalex.org/W3155267769","https://openalex.org/W2124214517","https://openalex.org/W2603759879","https://openalex.org/W3167631113","https://openalex.org/W2739674762","https://openalex.org/W2951669723","https://openalex.org/W1774330103","https://openalex.org/W2005840182","https://openalex.org/W2180160918","https://openalex.org/W3103318178","https://openalex.org/W2363458518","https://openalex.org/W2160583993","https://openalex.org/W27289849","https://openalex.org/W2950217500","https://openalex.org/W2033822989","https://openalex.org/W2155347856","https://openalex.org/W2997309596"],"abstract_inverted_index":{"We":[0,83],"investigate":[1,84],"new":[2],"methods":[3,86],"for":[4,9,15,87,92],"creating":[5],"and":[6,37,55],"applying":[7,88],"ensembles":[8,14],"coreference":[10,16,35,48,57,77,93],"resolution.":[11,94],"While":[12],"existing":[13],"resolution":[17],"are":[18],"typically":[19],"created":[20],"using":[21],"different":[22,85],"learning":[23],"algorithms,":[24],"clustering":[25],"algorithms":[26],"or":[27],"training":[28],"sets,":[29],"we":[30],"harness":[31],"recent":[32],"advances":[33],"in":[34,59],"modeling":[36],"propose":[38],"to":[39,65,74],"create":[40],"our":[41,60],"ensemble":[42,61,91,106],"from":[43],"a":[44,63,89],"variety":[45],"of":[46,53,105,116],"supervised":[47],"models.":[49,82],"However,":[50],"the":[51,76,98,103,113,117],"presence":[52],"pairwise":[54],"non-pairwise":[56],"models":[58],"presents":[62],"challenge":[64],"its":[66],"application:":[67],"it":[68],"is":[69],"not":[70],"immediately":[71],"clear":[72],"how":[73],"combine":[75],"decisions":[78],"made":[79],"by":[80],"these":[81],"model-heterogeneous":[90],"Empirical":[95],"results":[96],"on":[97],"ACE":[99],"data":[100],"sets":[101],"demonstrate":[102],"promise":[104],"approaches:":[107],"all":[108],"ensemble-based":[109],"systems":[110],"significantly":[111],"outperform":[112],"best":[114],"member":[115],"ensemble.":[118]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}