{"id":"https://openalex.org/W7043828671","doi":null,"title":"Word prediction is more than just predictability: An investigation of core vocabulary","display_name":"Word prediction is more than just predictability: An investigation of core vocabulary","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W7043828671"},"language":"en","primary_location":{"id":"pmh:oai:escholarship.org:ark:/13030/qt8vb8s00h","doi":null,"is_oa":true,"landing_page_url":"https://escholarship.org/uc/item/8vb8s00h","pdf_url":"https://escholarship.org/content/qt8vb8s00h/qt8vb8s00h.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the Annual Meeting of the Cognitive Science Society, vol 46, iss 0","raw_type":"article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://escholarship.org/content/qt8vb8s00h/qt8vb8s00h.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077157106","display_name":"Andrew Wang","orcid":"https://orcid.org/0000-0002-0459-6206","observed_orcids":["https://orcid.org/0000-0002-0459-6206"]},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Wang, Andrew","raw_affiliation_strings":["School of Psychological Sciences , University of Melbourne"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Psychological Sciences , University of Melbourne","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058212304","display_name":"Simon De Deyne","orcid":"https://orcid.org/0000-0002-7899-6210","observed_orcids":["https://orcid.org/0000-0002-7899-6210"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"De Deyne, Simon","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055225494","display_name":"Meredith McKague","orcid":"https://orcid.org/0000-0003-0610-0283","observed_orcids":["https://orcid.org/0000-0003-0610-0283"]},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"McKague, Meredith","raw_affiliation_strings":["School of Psychological Sciences , University of Melbourne"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Psychological Sciences , University of Melbourne","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059022198","display_name":"Andrew Perfors","orcid":"https://orcid.org/0000-0002-6976-0732","observed_orcids":["https://orcid.org/0000-0002-6976-0732"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Perfors, Andrew","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"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/T10465","display_name":"Neurobiology of Language and Bilingualism","score":0.5264000296592712,"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"}},"topics":[{"id":"https://openalex.org/T10465","display_name":"Neurobiology of Language and Bilingualism","score":0.5264000296592712,"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"}},{"id":"https://openalex.org/T10103","display_name":"Reading and Literacy Development","score":0.27950000762939453,"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/T10034","display_name":"Syntax, Semantics, Linguistic Variation","score":0.04529999941587448,"subfield":{"id":"https://openalex.org/subfields/1203","display_name":"Language and Linguistics"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/core-vocabulary","display_name":"basic vocabulary","score":0.871999979019165},{"id":"https://openalex.org/keywords/word-predictability","display_name":"word predictability","score":0.8709999918937683},{"id":"https://openalex.org/keywords/word-prediction","display_name":"word prediction","score":0.5320000052452087},{"id":"https://openalex.org/keywords/semantic-representation","display_name":"semantic representation","score":0.6949999928474426},{"id":"https://openalex.org/keywords/distributional-semantics","display_name":"distributional semantics","score":0.7870000004768372}],"concepts":[{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.7070000171661377},{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.701200008392334},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6791999936103821},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6488999724388123},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.6376000046730042},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.6200000047683716},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.550599992275238},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.46549999713897705},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.44510000944137573},{"id":"https://openalex.org/C2778828372","wikidata":"https://www.wikidata.org/wiki/Q5283209","display_name":"Distributional semantics","level":3,"score":0.4325000047683716},{"id":"https://openalex.org/C2983448237","wikidata":"https://www.wikidata.org/wiki/Q1078276","display_name":"Language understanding","level":2,"score":0.42719998955726624},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.3813999891281128},{"id":"https://openalex.org/C198942812","wikidata":"https://www.wikidata.org/wiki/Q496618","display_name":"Semantic property","level":2,"score":0.3395000100135803},{"id":"https://openalex.org/C67277372","wikidata":"https://www.wikidata.org/wiki/Q7449085","display_name":"Semantic role labeling","level":3,"score":0.299699991941452},{"id":"https://openalex.org/C155092808","wikidata":"https://www.wikidata.org/wiki/Q182557","display_name":"Computational linguistics","level":2,"score":0.2955000102519989},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.2831999957561493},{"id":"https://openalex.org/C51646954","wikidata":"https://www.wikidata.org/wiki/Q48522","display_name":"Word-sense disambiguation","level":3,"score":0.2711000144481659},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.26570001244544983},{"id":"https://openalex.org/C175293574","wikidata":"https://www.wikidata.org/wiki/Q697133","display_name":"Word lists by frequency","level":3,"score":0.26420000195503235}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:escholarship.org:ark:/13030/qt8vb8s00h","doi":null,"is_oa":true,"landing_page_url":"https://escholarship.org/uc/item/8vb8s00h","pdf_url":"https://escholarship.org/content/qt8vb8s00h/qt8vb8s00h.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the Annual Meeting of the Cognitive Science Society, vol 46, iss 0","raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:escholarship.org:ark:/13030/qt8vb8s00h","doi":null,"is_oa":true,"landing_page_url":"https://escholarship.org/uc/item/8vb8s00h","pdf_url":"https://escholarship.org/content/qt8vb8s00h/qt8vb8s00h.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the Annual Meeting of the Cognitive Science Society, vol 46, iss 0","raw_type":"article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7043828671.pdf","grobid_xml":"https://content.openalex.org/works/W7043828671.grobid-xml"},"referenced_works_count":2,"referenced_works":["https://openalex.org/W1566289585","https://openalex.org/W3030163527"],"related_works":["https://openalex.org/W4413832960","https://openalex.org/W6891712413","https://openalex.org/W6929179839","https://openalex.org/W2786404589","https://openalex.org/W2902591385","https://openalex.org/W2415973339","https://openalex.org/W2106480521","https://openalex.org/W3203487726","https://openalex.org/W4417274994","https://openalex.org/W2587395370"],"abstract_inverted_index":{"What":[0],"words":[1,33,59],"are":[2,34,55],"central":[3],"in":[4],"our":[5],"semantic":[6,25,104],"representations?":[7],"In":[8],"this":[9],"experiment,":[10],"we":[11],"compared":[12],"the":[13,39,47],"core":[14,58],"vocabulary":[15],"derived":[16],"from":[17,60,72],"different":[18],"association-based":[19,103],"and":[20,98],"language-based":[21],"distributional":[22,52,61,95],"models":[23,54,62,97],"of":[24,32,87],"representation.":[26],"Our":[27],"question":[28],"was:":[29],"what":[30],"kinds":[31],"easiest":[35],"to":[36,66,69],"guess":[37],"given":[38],"surrounding":[40],"sentential":[41],"context?":[42],"This":[43],"task":[44],"strongly":[45],"resembles":[46],"prediction":[48],"tasks":[49],"on":[50],"which":[51],"language":[53,96],"trained,":[56],"so":[57],"might":[63],"be":[64,67,92],"expected":[65],"easier":[68],"guess.":[70],"Results":[71],"667":[73],"participants":[74],"revealed":[75],"that":[76,85],"people's":[77],"guesses":[78],"were":[79,99],"affected":[80],"by":[81,94,102],"word":[82],"predictability,":[83],"but":[84],"aspects":[86],"their":[88],"performance":[89],"could":[90],"not":[91],"explained":[93],"better":[100],"captured":[101],"representations.":[105]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2025-10-10T00:00:00"}
