{"id":"https://openalex.org/W2017087592","doi":"https://doi.org/10.1162/coli_a_00220","title":"Efficient Global Learning of Entailment Graphs","display_name":"Efficient Global Learning of Entailment Graphs","publication_year":2015,"publication_date":"2015-04-30","ids":{"openalex":"https://openalex.org/W2017087592","doi":"https://doi.org/10.1162/coli_a_00220","mag":"2017087592"},"language":"en","primary_location":{"id":"doi:10.1162/coli_a_00220","is_oa":true,"landing_page_url":"https://doi.org/10.1162/coli_a_00220","pdf_url":"https://www.mitpressjournals.org/doi/pdf/10.1162/COLI_a_00220","source":{"id":"https://openalex.org/S155526855","display_name":"Computational Linguistics","issn_l":"0891-2017","issn":["0891-2017","1530-9312"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320244","host_organization_name":"Association for Computational Linguistics","host_organization_lineage":["https://openalex.org/P4310320244"],"host_organization_lineage_names":["Association for Computational Linguistics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Linguistics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.mitpressjournals.org/doi/pdf/10.1162/COLI_a_00220","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045872048","display_name":"Jonathan Berant","orcid":null},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jonathan Berant","raw_affiliation_strings":["Stanford University"],"affiliations":[{"raw_affiliation_string":"Stanford University","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083469386","display_name":"Noga Alon","orcid":"https://orcid.org/0000-0003-1332-4883"},"institutions":[{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Noga Alon","raw_affiliation_strings":["Tel Aviv University","Tel-Aviv University"],"affiliations":[{"raw_affiliation_string":"Tel Aviv University","institution_ids":["https://openalex.org/I16391192"]},{"raw_affiliation_string":"Tel-Aviv University","institution_ids":["https://openalex.org/I16391192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033006575","display_name":"Ido Dagan","orcid":"https://orcid.org/0000-0003-3415-3374"},"institutions":[{"id":"https://openalex.org/I13955877","display_name":"Bar-Ilan University","ror":"https://ror.org/03kgsv495","country_code":"IL","type":"education","lineage":["https://openalex.org/I13955877"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Ido Dagan","raw_affiliation_strings":["Bar-Ilan University","Bar Ilan University ,"],"affiliations":[{"raw_affiliation_string":"Bar-Ilan University","institution_ids":["https://openalex.org/I13955877"]},{"raw_affiliation_string":"Bar Ilan University ,","institution_ids":["https://openalex.org/I13955877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005409420","display_name":"Jacob Goldberger","orcid":"https://orcid.org/0000-0002-2225-1914"},"institutions":[{"id":"https://openalex.org/I13955877","display_name":"Bar-Ilan University","ror":"https://ror.org/03kgsv495","country_code":"IL","type":"education","lineage":["https://openalex.org/I13955877"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Jacob Goldberger","raw_affiliation_strings":["Bar-Ilan University","Bar Ilan University ,"],"affiliations":[{"raw_affiliation_string":"Bar-Ilan University","institution_ids":["https://openalex.org/I13955877"]},{"raw_affiliation_string":"Bar Ilan University ,","institution_ids":["https://openalex.org/I13955877"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5045872048"],"corresponding_institution_ids":["https://openalex.org/I97018004"],"apc_list":null,"apc_paid":null,"fwci":1.7793,"has_fulltext":true,"cited_by_count":23,"citation_normalized_percentile":{"value":0.88567838,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"41","issue":"2","first_page":"249","last_page":"291"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9986000061035156,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9986000061035156,"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":0.9984999895095825,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/logical-consequence","display_name":"Logical consequence","score":0.8953031301498413},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7306554317474365},{"id":"https://openalex.org/keywords/textual-entailment","display_name":"Textual entailment","score":0.7001435160636902},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5801399946212769},{"id":"https://openalex.org/keywords/transitive-relation","display_name":"Transitive relation","score":0.5575689077377319},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.540755033493042},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48888105154037476},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.47263380885124207},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.4246123433113098},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4015113413333893},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17303532361984253},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.11485505104064941}],"concepts":[{"id":"https://openalex.org/C134752490","wikidata":"https://www.wikidata.org/wiki/Q374182","display_name":"Logical consequence","level":2,"score":0.8953031301498413},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7306554317474365},{"id":"https://openalex.org/C95318506","wikidata":"https://www.wikidata.org/wiki/Q6588467","display_name":"Textual entailment","level":3,"score":0.7001435160636902},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5801399946212769},{"id":"https://openalex.org/C191399111","wikidata":"https://www.wikidata.org/wiki/Q64861","display_name":"Transitive relation","level":2,"score":0.5575689077377319},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.540755033493042},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48888105154037476},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.47263380885124207},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.4246123433113098},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4015113413333893},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17303532361984253},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.11485505104064941},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1162/coli_a_00220","is_oa":true,"landing_page_url":"https://doi.org/10.1162/coli_a_00220","pdf_url":"https://www.mitpressjournals.org/doi/pdf/10.1162/COLI_a_00220","source":{"id":"https://openalex.org/S155526855","display_name":"Computational Linguistics","issn_l":"0891-2017","issn":["0891-2017","1530-9312"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320244","host_organization_name":"Association for Computational Linguistics","host_organization_lineage":["https://openalex.org/P4310320244"],"host_organization_lineage_names":["Association for Computational Linguistics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Linguistics","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.732.6721","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.732.6721","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.tau.ac.il/%7Enogaa/PDFS/CL.pdf","raw_type":"text"},{"id":"pmh:oai:doaj.org/article:7a133465497c4a44bd6aa63e2d6b0a50","is_oa":true,"landing_page_url":"https://doaj.org/article/7a133465497c4a44bd6aa63e2d6b0a50","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computational Linguistics, Vol 41, Iss 2 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1162/coli_a_00220","is_oa":true,"landing_page_url":"https://doi.org/10.1162/coli_a_00220","pdf_url":"https://www.mitpressjournals.org/doi/pdf/10.1162/COLI_a_00220","source":{"id":"https://openalex.org/S155526855","display_name":"Computational Linguistics","issn_l":"0891-2017","issn":["0891-2017","1530-9312"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320244","host_organization_name":"Association for Computational Linguistics","host_organization_lineage":["https://openalex.org/P4310320244"],"host_organization_lineage_names":["Association for Computational Linguistics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Linguistics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2017087592.pdf","grobid_xml":"https://content.openalex.org/works/W2017087592.grobid-xml"},"referenced_works_count":67,"referenced_works":["https://openalex.org/W19551284","https://openalex.org/W73548137","https://openalex.org/W77146693","https://openalex.org/W99075841","https://openalex.org/W109409960","https://openalex.org/W126404662","https://openalex.org/W141741146","https://openalex.org/W800621058","https://openalex.org/W1483236033","https://openalex.org/W1493490255","https://openalex.org/W1521365985","https://openalex.org/W1543747524","https://openalex.org/W1592821781","https://openalex.org/W1608050331","https://openalex.org/W1684895817","https://openalex.org/W1806015339","https://openalex.org/W1880262756","https://openalex.org/W1909984404","https://openalex.org/W2011039300","https://openalex.org/W2012179495","https://openalex.org/W2012180588","https://openalex.org/W2055411590","https://openalex.org/W2057931297","https://openalex.org/W2068737686","https://openalex.org/W2069808690","https://openalex.org/W2070771761","https://openalex.org/W2081034031","https://openalex.org/W2096093447","https://openalex.org/W2101941521","https://openalex.org/W2103729963","https://openalex.org/W2110920860","https://openalex.org/W2111804485","https://openalex.org/W2111856671","https://openalex.org/W2112085250","https://openalex.org/W2114732164","https://openalex.org/W2117822433","https://openalex.org/W2118928552","https://openalex.org/W2126034021","https://openalex.org/W2129909699","https://openalex.org/W2136930489","https://openalex.org/W2142603219","https://openalex.org/W2144108169","https://openalex.org/W2144321756","https://openalex.org/W2147298557","https://openalex.org/W2149192313","https://openalex.org/W2154474435","https://openalex.org/W2155843872","https://openalex.org/W2158738110","https://openalex.org/W2160770043","https://openalex.org/W2166776180","https://openalex.org/W2167187514","https://openalex.org/W2167435923","https://openalex.org/W2168185617","https://openalex.org/W2168995019","https://openalex.org/W2169113103","https://openalex.org/W2170848905","https://openalex.org/W2250225488","https://openalex.org/W2251044566","https://openalex.org/W2525721411","https://openalex.org/W2752885492","https://openalex.org/W2882319491","https://openalex.org/W2912581819","https://openalex.org/W3098991821","https://openalex.org/W3145128584","https://openalex.org/W4232018394","https://openalex.org/W4237791300","https://openalex.org/W4255198209"],"related_works":["https://openalex.org/W2118335617","https://openalex.org/W12963412","https://openalex.org/W2947884672","https://openalex.org/W2937401546","https://openalex.org/W4299318496","https://openalex.org/W2953084091","https://openalex.org/W1554015068","https://openalex.org/W1539236884","https://openalex.org/W2608771829","https://openalex.org/W4298027009"],"abstract_inverted_index":{"Entailment":[0],"rules":[1,13,28,38,94],"between":[2,29,36],"predicates":[3,30,62,88,109],"are":[4,100],"fundamental":[5],"to":[6,48,92,102,104,159],"many":[7],"semantic-inference":[8],"applications.":[9],"Consequently,":[10],"learning":[11,26,75],"such":[12,117],"has":[14],"been":[15,46],"an":[16],"active":[17],"field":[18],"of":[19,61,81,83,108,114],"research":[20],"in":[21,147],"recent":[22],"years.":[23],"Methods":[24],"for":[25,74,154],"entailment":[27,40,93,96,115],"that":[31,57,78,121,137],"take":[32],"into":[33],"account":[34],"dependencies":[35],"different":[37],"(e.g.,":[39],"is":[41,64],"a":[42,105,124],"transitive":[43,76],"relation)":[44],"have":[45],"shown":[47],"improve":[49],"rule":[50],"quality,":[51],"but":[52],"suffer":[53],"from":[54],"scalability":[55],"issues,":[56],"is,":[58],"the":[59,119,148,155],"number":[60,107],"handled":[63],"often":[65],"quite":[66],"small.":[67],"In":[68],"this":[69],"article,":[70],"we":[71],"present":[72],"methods":[73,99,130,139,145,153],"graphs":[77,116,161],"contain":[79],"tens":[80],"thousands":[82],"nodes,":[84],"where":[85],"nodes":[86,164],"represent":[87],"and":[89,135,150,165],"edges":[90],"correspond":[91],"(termed":[95],"graphs).":[97],"Our":[98],"able":[101],"scale":[103,158],"large":[106,160],"by":[110],"exploiting":[111],"structural":[112],"properties":[113],"as":[118],"fact":[120],"they":[122],"exhibit":[123],"\u201ctree-like\u201d":[125],"property.":[126],"We":[127],"apply":[128],"our":[129,138,152],"on":[131],"two":[132],"data":[133],"sets":[134],"demonstrate":[136],"find":[140],"high-quality":[141],"solutions":[142],"faster":[143],"than":[144,167],"proposed":[146],"past,":[149],"moreover":[151],"first":[156],"time":[157],"containing":[162],"20,000":[163],"more":[166],"100,000":[168],"edges.":[169]},"counts_by_year":[{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":3},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
