{"id":"https://openalex.org/W7006653503","doi":null,"title":"What Company Do Semantically Ambiguous Words Keep? Insights from Distrobutional Word Vectors","display_name":"What Company Do Semantically Ambiguous Words Keep? Insights from Distrobutional Word Vectors","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W7006653503"},"language":"en","primary_location":{"id":"pmh:oai:escholarship.org:ark:/13030/qt16p860bz","doi":null,"is_oa":false,"landing_page_url":"https://escholarship.org/uc/item/16p860bz","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the Annual Meeting of the Cognitive Science Society, vol 40, iss 0","raw_type":"article"},"volume":null,"type":"article","is_traditional":true,"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/A5009626152","display_name":"Barend Beekhuizen","orcid":"https://orcid.org/0000-0003-1275-2974","observed_orcids":["https://orcid.org/0000-0003-1275-2974"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Beekhuizen, Barend","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Milie, Sasa","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Milie, Sasa","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015905300","display_name":"Blair C. Armstrong","orcid":"https://orcid.org/0000-0002-6345-0389","observed_orcids":["https://orcid.org/0000-0002-6345-0389"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Armstrong, Blair C","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5111994814","display_name":"Suzanne Stevenson","orcid":"https://orcid.org/0009-0007-6884-9958","observed_orcids":["https://orcid.org/0009-0007-6884-9958"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stevenson, Suzanne","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.43294788,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.20499999821186066,"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":0.20499999821186066,"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/T10103","display_name":"Reading and Literacy Development","score":0.12729999423027039,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10465","display_name":"Neurobiology of Language and Bilingualism","score":0.1266999989748001,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/semantic-ambiguity","display_name":"semantic ambiguity","score":0.9300000071525574},{"id":"https://openalex.org/keywords/polysemy","display_name":"polysemy","score":0.843999981880188},{"id":"https://openalex.org/keywords/homonymy","display_name":"homonymy","score":0.8769999742507935},{"id":"https://openalex.org/keywords/monosemy","display_name":"monosemy","score":0.8539999723434448},{"id":"https://openalex.org/keywords/dictionary-definitions","display_name":"dictionary definitions","score":0.7319999933242798},{"id":"https://openalex.org/keywords/film-subtitles","display_name":"film subtitles","score":0.8949999809265137},{"id":"https://openalex.org/keywords/word-context","display_name":"word context","score":0.375},{"id":"https://openalex.org/keywords/word-processing","display_name":"word processing","score":0.5759999752044678}],"concepts":[{"id":"https://openalex.org/C2780522230","wikidata":"https://www.wikidata.org/wiki/Q1140419","display_name":"Ambiguity","level":2,"score":0.7465999722480774},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.7098000049591064},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5989000201225281},{"id":"https://openalex.org/C2780876879","wikidata":"https://www.wikidata.org/wiki/Q3054749","display_name":"Meaning (existential)","level":2,"score":0.5834000110626221},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5683000087738037},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.5404999852180481},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.516700029373169},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5164999961853027},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.49549999833106995},{"id":"https://openalex.org/C2778828372","wikidata":"https://www.wikidata.org/wiki/Q5283209","display_name":"Distributional semantics","level":3,"score":0.487199991941452},{"id":"https://openalex.org/C175293574","wikidata":"https://www.wikidata.org/wiki/Q697133","display_name":"Word lists by frequency","level":3,"score":0.43290001153945923},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.42649999260902405},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.42080000042915344},{"id":"https://openalex.org/C13336665","wikidata":"https://www.wikidata.org/wiki/Q125977","display_name":"Vector space","level":2,"score":0.3968000113964081},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.38580000400543213},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.35760000348091125},{"id":"https://openalex.org/C130318100","wikidata":"https://www.wikidata.org/wiki/Q2268914","display_name":"Semantic similarity","level":2,"score":0.3111000061035156},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2766000032424927},{"id":"https://openalex.org/C89686163","wikidata":"https://www.wikidata.org/wiki/Q1187982","display_name":"Vector space model","level":2,"score":0.27619999647140503},{"id":"https://openalex.org/C198942812","wikidata":"https://www.wikidata.org/wiki/Q496618","display_name":"Semantic property","level":2,"score":0.27219998836517334},{"id":"https://openalex.org/C2779439875","wikidata":"https://www.wikidata.org/wiki/Q1078276","display_name":"Natural language understanding","level":3,"score":0.2700999975204468},{"id":"https://openalex.org/C98954769","wikidata":"https://www.wikidata.org/wiki/Q1759657","display_name":"Lexical semantics","level":3,"score":0.2685000002384186},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.2540999948978424},{"id":"https://openalex.org/C2986420190","wikidata":"https://www.wikidata.org/wiki/Q39045939","display_name":"Semantic space","level":2,"score":0.2540000081062317}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:escholarship.org:ark:/13030/qt16p860bz","doi":null,"is_oa":false,"landing_page_url":"https://escholarship.org/uc/item/16p860bz","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the Annual Meeting of the Cognitive Science Society, vol 40, iss 0","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3160251434","https://openalex.org/W6906392799","https://openalex.org/W2940617875","https://openalex.org/W2979247533","https://openalex.org/W7015071770","https://openalex.org/W2164973920","https://openalex.org/W2106872048","https://openalex.org/W4408601638","https://openalex.org/W4281616419","https://openalex.org/W4283398191"],"abstract_inverted_index":{"The":[0],"diversity":[1],"of":[2,32,38,42,53,58,138],"a":[3,87,98,115,134],"word\u2019s":[4],"contexts":[5,96,124],"affects":[6],"its":[7],"acquisition":[8],"andprocessing.":[9],"Can":[10],"differences":[11],"between":[12,51],"word":[13,91],"types":[14],"such":[15],"asmonosemes":[16],"(unambiguous":[17],"words),":[18],"polysemes":[19],"(multiple":[20,24],"relatedsenses),":[21],"and":[22,40,55,75,102],"homonyms":[23],"unrelated":[25],"meanings)":[26],"be":[27],"re-lated":[28],"to":[29],"distributional":[30],"properties":[31],"these":[33,139],"words?":[34],"We":[35,128],"tested":[36],"fortraces":[37],"number":[39],"relatedness":[41],"meaning":[43],"in":[44,69,78,111],"vector":[45,56,79],"repre-sentations":[46],"by":[47],"comparing":[48],"the":[49,93],"distance":[50],"words":[52],"eachtype":[54],"representations":[57],"various":[59],"\u201ccontexts\u201d:":[60],"their":[61,76],"dic-tionary":[62],"definitions":[63,85],"(an":[64],"extreme":[65],"disambiguating":[66],"context),":[67,74],"theiruse":[68],"film":[70],"subtitles":[71],"(a":[72,81],"natural":[73,123],"semanticneighbours":[77],"space":[80],"vector-space-internal":[82],"context).Whereas":[83],"dictionary":[84],"reveal":[86],"three-way":[88],"split":[89],"betweenour":[90],"types,":[92],"other":[94],"two":[95],"produced":[97],"two-way":[99],"splitbetween":[100],"ambiguous":[101],"unambiguous":[103],"words.":[104],"These":[105],"inconsis-tencies":[106],"align":[107],"with":[108],"some":[109],"discrepancies":[110],"behavioural":[112],"studiesand":[113],"present":[114],"paradox":[116],"regarding":[117],"how":[118],"models":[119],"learn":[120],"meaningrelatedness":[121],"despite":[122],"seemingly":[125],"lacking":[126],"suchrelatedness.":[127],"argue":[129],"that":[130],"viewing":[131],"ambiguity":[132],"as":[133],"continuumcould":[135],"resolve":[136],"many":[137],"issues.":[140]},"counts_by_year":[],"updated_date":"2026-11-06T12:05:46.655746","created_date":"2025-10-10T00:00:00"}
