{"id":"https://openalex.org/W2565506762","doi":"https://doi.org/10.1162/tacl_a_00015","title":"Knowledge Completion for Generics using Guided Tensor Factorization","display_name":"Knowledge Completion for Generics using Guided Tensor Factorization","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2565506762","doi":"https://doi.org/10.1162/tacl_a_00015","mag":"2565506762"},"language":"en","primary_location":{"id":"doi:10.1162/tacl_a_00015","is_oa":true,"landing_page_url":"https://doi.org/10.1162/tacl_a_00015","pdf_url":"http://www.mitpressjournals.org/doi/pdf/10.1162/tacl_a_00015","source":{"id":"https://openalex.org/S2729999759","display_name":"Transactions of the Association for Computational Linguistics","issn_l":"2307-387X","issn":["2307-387X"],"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transactions of the Association for Computational Linguistics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"http://www.mitpressjournals.org/doi/pdf/10.1162/tacl_a_00015","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045805879","display_name":"Hanie Sedghi","orcid":"https://orcid.org/0000-0002-7163-5009"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hanie Sedghi","raw_affiliation_strings":["Google Brain, Mountain View, CA, U.S.A.,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Google Brain, Mountain View, CA, U.S.A.,","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077726785","display_name":"Ashish Sabharwal","orcid":null},"institutions":[{"id":"https://openalex.org/I4210156221","display_name":"Allen Institute for Artificial Intelligence","ror":"https://ror.org/05w520734","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210156221"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ashish Sabharwal","raw_affiliation_strings":["Allen Institute for Artificial Intelligence (AI2), Seattle, WA, U.S.A.,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Allen Institute for Artificial Intelligence (AI2), Seattle, WA, U.S.A.,","institution_ids":["https://openalex.org/I4210156221"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5045805879","https://openalex.org/A5077726785"],"corresponding_institution_ids":["https://openalex.org/I1291425158","https://openalex.org/I4210156221"],"apc_list":null,"apc_paid":null,"fwci":0.4914,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.71342807,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"6","issue":null,"first_page":"197","last_page":"210"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9995999932289124,"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":0.9995999932289124,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.9923999905586243,"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/computer-science","display_name":"Computer science","score":0.8184459209442139},{"id":"https://openalex.org/keywords/submodular-set-function","display_name":"Submodular set function","score":0.806349515914917},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5543246269226074},{"id":"https://openalex.org/keywords/knowledge-base","display_name":"Knowledge base","score":0.5391182899475098},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46844226121902466},{"id":"https://openalex.org/keywords/taxonomy","display_name":"Taxonomy (biology)","score":0.4539577066898346},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.45181846618652344},{"id":"https://openalex.org/keywords/factorization","display_name":"Factorization","score":0.4397849440574646},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36877214908599854},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3514193296432495},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.13087895512580872},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09975624084472656}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8184459209442139},{"id":"https://openalex.org/C178621042","wikidata":"https://www.wikidata.org/wiki/Q7631710","display_name":"Submodular set function","level":2,"score":0.806349515914917},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5543246269226074},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.5391182899475098},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46844226121902466},{"id":"https://openalex.org/C58642233","wikidata":"https://www.wikidata.org/wiki/Q8269924","display_name":"Taxonomy (biology)","level":2,"score":0.4539577066898346},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.45181846618652344},{"id":"https://openalex.org/C187834632","wikidata":"https://www.wikidata.org/wiki/Q188804","display_name":"Factorization","level":2,"score":0.4397849440574646},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36877214908599854},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3514193296432495},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.13087895512580872},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09975624084472656},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1162/tacl_a_00015","is_oa":true,"landing_page_url":"https://doi.org/10.1162/tacl_a_00015","pdf_url":"http://www.mitpressjournals.org/doi/pdf/10.1162/tacl_a_00015","source":{"id":"https://openalex.org/S2729999759","display_name":"Transactions of the Association for Computational Linguistics","issn_l":"2307-387X","issn":["2307-387X"],"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transactions of the Association for Computational Linguistics","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:9abe16ab05dc4f1d98d8fb6d0c153664","is_oa":false,"landing_page_url":"https://doaj.org/article/9abe16ab05dc4f1d98d8fb6d0c153664","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Transactions of the Association for Computational Linguistics, Vol 6 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1162/tacl_a_00015","is_oa":true,"landing_page_url":"https://doi.org/10.1162/tacl_a_00015","pdf_url":"http://www.mitpressjournals.org/doi/pdf/10.1162/tacl_a_00015","source":{"id":"https://openalex.org/S2729999759","display_name":"Transactions of the Association for Computational Linguistics","issn_l":"2307-387X","issn":["2307-387X"],"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transactions of the Association for Computational Linguistics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.46000000834465027}],"awards":[],"funders":[{"id":"https://openalex.org/F4320317052","display_name":"Allen Institute for Artificial Intelligence","ror":"https://ror.org/05w520734"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2565506762.pdf","grobid_xml":"https://content.openalex.org/works/W2565506762.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W205829674","https://openalex.org/W1493490255","https://openalex.org/W1529533208","https://openalex.org/W1604604340","https://openalex.org/W1680189815","https://openalex.org/W1756422141","https://openalex.org/W1852412531","https://openalex.org/W2011339838","https://openalex.org/W2016753842","https://openalex.org/W2022088830","https://openalex.org/W2081580037","https://openalex.org/W2094728533","https://openalex.org/W2102363952","https://openalex.org/W2127795553","https://openalex.org/W2145544171","https://openalex.org/W2226877337","https://openalex.org/W2250585066","https://openalex.org/W2250601658","https://openalex.org/W2296268288","https://openalex.org/W2310425190","https://openalex.org/W2499696929","https://openalex.org/W2509019445","https://openalex.org/W2536888436","https://openalex.org/W2572179331","https://openalex.org/W2740619896","https://openalex.org/W2748256906","https://openalex.org/W2774171063","https://openalex.org/W2914331073","https://openalex.org/W2951045955","https://openalex.org/W2952509110","https://openalex.org/W2963290083","https://openalex.org/W2963429666","https://openalex.org/W2963432357","https://openalex.org/W2963503534","https://openalex.org/W2963561757","https://openalex.org/W2964079600","https://openalex.org/W2964190323","https://openalex.org/W3118655244"],"related_works":["https://openalex.org/W1595919516","https://openalex.org/W2945022594","https://openalex.org/W2966531942","https://openalex.org/W2194604332","https://openalex.org/W4379619607","https://openalex.org/W4386185001","https://openalex.org/W4236048596","https://openalex.org/W2922450688","https://openalex.org/W1989453388","https://openalex.org/W3141561286"],"abstract_inverted_index":{"Given":[0],"a":[1,36,135,186],"knowledge":[2,49,147],"base":[3],"or":[4,12,20],"KB":[5,101],"containing":[6],"(noisy)":[7],"facts":[8,34,196],"about":[9,50,181,197],"common":[10],"nouns":[11],"generics,":[13],"such":[14,33,59,70,123],"as":[15,60,71,124],"\u201call":[16],"trees":[17],"produce":[18],"oxygen\u201d":[19],"\u201csome":[21],"animals":[22],"live":[23],"in":[24,139],"forests\u201d,":[25],"we":[26],"consider":[27],"the":[28,42,51,89,111],"problem":[29],"of":[30,41],"inferring":[31,193],"additional":[32],"at":[35,166,192],"precision":[37],"similar":[38],"to":[39,83],"that":[40,99,114,120],"starting":[43],"KB.":[44],"Such":[45],"KBs":[46,69,74,158],"capture":[47],"general":[48],"world,":[52],"and":[53,87,109,127],"are":[54],"crucial":[55],"for":[56,161,178],"various":[57],"applications":[58],"question":[61],"answering.":[62],"Different":[63],"from":[64],"commonly":[65,90],"studied":[66],"named":[67],"entity":[68,128],"Freebase,":[72],"generics":[73,157],"involve":[75],"quantification,":[76],"have":[77],"more":[78,85,190],"complex":[79],"underlying":[80],"regularities,":[81],"tend":[82],"be":[84,134],"incomplete,":[86],"violate":[88],"used":[91,131],"locally":[92],"closed":[93],"world":[94],"assumption":[95],"(LCWA).":[96],"We":[97],"show":[98],"existing":[100],"completion":[102],"methods":[103],"struggle":[104],"with":[105],"this":[106,140],"new":[107,195],"task,":[108],"present":[110],"first":[112],"approach":[113,151],"is":[115,188],"successful.":[116],"Our":[117],"results":[118,154],"demonstrate":[119],"external":[121],"information,":[122],"relation":[125],"schemas":[126],"taxonomies,":[129],"if":[130],"appropriately,":[132],"can":[133],"surprisingly":[136],"powerful":[137],"tool":[138],"setting.":[141],"First,":[142],"our":[143,170],"simple":[144],"yet":[145],"effective":[146,191],"guided":[148],"tensor":[149],"factorization":[150],"achieves":[152],"state-of-the-art":[153],"on":[155],"two":[156],"(80%":[159],"precise)":[160],"science,":[162],"doubling":[163],"their":[164],"size":[165],"74%\u201386%":[167],"precision.":[168],"Second,":[169],"novel":[171],"taxonomy":[172],"guided,":[173],"submodular,":[174],"active":[175,201],"learning":[176,202],"method":[177],"collecting":[179],"annotations":[180],"rare":[182],"entities":[183],"(e.g.,":[184],"oriole,":[185],"bird)":[187],"6x":[189],"further":[194],"them":[198],"than":[199],"multiple":[200],"baselines.":[203]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}