{"id":"https://openalex.org/W4387262178","doi":"https://doi.org/10.31234/osf.io/hvj4d","title":"Learning Through Prediction: A Case of Verb Bias Learning","display_name":"Learning Through Prediction: A Case of Verb Bias Learning","publication_year":2023,"publication_date":"2023-10-01","ids":{"openalex":"https://openalex.org/W4387262178","doi":"https://doi.org/10.31234/osf.io/hvj4d"},"language":"en","primary_location":{"id":"doi:10.31234/osf.io/hvj4d","doi":"https://doi.org/10.31234/osf.io/hvj4d","is_oa":true,"landing_page_url":"https://doi.org/10.31234/osf.io/hvj4d","pdf_url":"https://osf.io/hvj4d/download","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"volume":null,"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://osf.io/hvj4d/download","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081917975","display_name":"Yi-Lun Weng","orcid":"https://orcid.org/0009-0002-6292-5028","observed_orcids":["https://orcid.org/0009-0002-6292-5028"]},"institutions":[{"id":"https://openalex.org/I86501945","display_name":"University of Delaware","ror":"https://ror.org/01sbq1a82","country_code":"US","type":"education","lineage":["https://openalex.org/I86501945"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yi-Lun Weng","raw_affiliation_strings":["Department of Linguistics and Cognitive Science, University of Delaware"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Linguistics and Cognitive Science, University of Delaware","institution_ids":["https://openalex.org/I86501945"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091347085","display_name":"Amanda Owen Van Horne","orcid":"https://orcid.org/0000-0002-3517-5885","observed_orcids":["https://orcid.org/0000-0002-3517-5885"]},"institutions":[{"id":"https://openalex.org/I86501945","display_name":"University of Delaware","ror":"https://ror.org/01sbq1a82","country_code":"US","type":"education","lineage":["https://openalex.org/I86501945"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amanda Van Horne","raw_affiliation_strings":["Department of Communication Sciences and Disorder, University of Delaware"],"raw_orcid":"https://orcid.org/0000-0002-3517-5885","affiliations":[{"raw_affiliation_string":"Department of Communication Sciences and Disorder, University of Delaware","institution_ids":["https://openalex.org/I86501945"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057210029","display_name":"Zhenghan Qi","orcid":"https://orcid.org/0000-0002-4812-8842","observed_orcids":["https://orcid.org/0000-0002-4812-8842"]},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]},{"id":"https://openalex.org/I86501945","display_name":"University of Delaware","ror":"https://ror.org/01sbq1a82","country_code":"US","type":"education","lineage":["https://openalex.org/I86501945"]},{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Zhenghan Qi","raw_affiliation_strings":["Department of Communication Sciences and Disorder, Northeastern University","Department of Linguistics and Cognitive Science, University of Delaware","Department of Psychology, Northeastern University"],"raw_orcid":"https://orcid.org/0000-0002-4812-8842","affiliations":[{"raw_affiliation_string":"Department of Communication Sciences and Disorder, Northeastern University","institution_ids":["https://openalex.org/I12912129","https://openalex.org/I9224756"]},{"raw_affiliation_string":"Department of Linguistics and Cognitive Science, University of Delaware","institution_ids":["https://openalex.org/I86501945"]},{"raw_affiliation_string":"Department of Psychology, Northeastern University","institution_ids":["https://openalex.org/I12912129"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5081917975"],"corresponding_institution_ids":["https://openalex.org/I86501945"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10465","display_name":"Neurobiology of Language and Bilingualism","score":0.5512999892234802,"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":0.5512999892234802,"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/T10730","display_name":"Language Development and Disorders","score":0.2736999988555908,"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/T12694","display_name":"Categorization, perception, and language","score":0.07429999858140945,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/linguistic-prediction","display_name":"linguistic prediction","score":0.9449999928474426},{"id":"https://openalex.org/keywords/implicit-learning","display_name":"implicit learning","score":0.8090000152587891},{"id":"https://openalex.org/keywords/verb-semantics","display_name":"verb semantics","score":0.5899999737739563},{"id":"https://openalex.org/keywords/anticipatory-eye-movements","display_name":"anticipatory eye movements","score":0.722000002861023},{"id":"https://openalex.org/keywords/prediction-error","display_name":"prediction error","score":0.5960000157356262},{"id":"https://openalex.org/keywords/student-motivation","display_name":"student motivation","score":0.5230000019073486},{"id":"https://openalex.org/keywords/language-comprehension","display_name":"language comprehension","score":0.41100001335144043}],"concepts":[{"id":"https://openalex.org/C2776397901","wikidata":"https://www.wikidata.org/wiki/Q24905","display_name":"Verb","level":2,"score":0.7781296372413635},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5460070371627808},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.46700891852378845},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4523138403892517},{"id":"https://openalex.org/C74672266","wikidata":"https://www.wikidata.org/wiki/Q815859","display_name":"Language acquisition","level":2,"score":0.42012137174606323},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.3952746093273163},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.379450261592865},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3728432059288025},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.10339239239692688},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.31234/osf.io/hvj4d","doi":"https://doi.org/10.31234/osf.io/hvj4d","is_oa":true,"landing_page_url":"https://doi.org/10.31234/osf.io/hvj4d","pdf_url":"https://osf.io/hvj4d/download","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"}],"best_oa_location":{"id":"doi:10.31234/osf.io/hvj4d","doi":"https://doi.org/10.31234/osf.io/hvj4d","is_oa":true,"landing_page_url":"https://doi.org/10.31234/osf.io/hvj4d","pdf_url":"https://osf.io/hvj4d/download","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"sustainable_development_goals":[{"score":0.6164000034332275,"id":"https://metadata.un.org/sdg/4","display_name":"Quality education"}],"sustainable_development_goals_aurora":[{"score":0.8700000047683716,"id":"https://metadata.un.org/sdg/4","display_name":"Quality education"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387262178.pdf","grobid_xml":"https://content.openalex.org/works/W4387262178.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W1606365662","https://openalex.org/W1764000889","https://openalex.org/W1831674524","https://openalex.org/W1890167025","https://openalex.org/W1951724000","https://openalex.org/W1996359725","https://openalex.org/W2001852698","https://openalex.org/W2002197930","https://openalex.org/W2003232287","https://openalex.org/W2006335560","https://openalex.org/W2020755048","https://openalex.org/W2031984189","https://openalex.org/W2035320029","https://openalex.org/W2036514795","https://openalex.org/W2045183093","https://openalex.org/W2051346418","https://openalex.org/W2055574465","https://openalex.org/W2079087810","https://openalex.org/W2083128081","https://openalex.org/W2096375888","https://openalex.org/W2116279259","https://openalex.org/W2128076956","https://openalex.org/W2130956513","https://openalex.org/W2131809738","https://openalex.org/W2132308445","https://openalex.org/W2137228043","https://openalex.org/W2140305641","https://openalex.org/W2141305712","https://openalex.org/W2145719099","https://openalex.org/W2153791616","https://openalex.org/W2155713811","https://openalex.org/W2164376634","https://openalex.org/W2200917453","https://openalex.org/W2375011798","https://openalex.org/W2526501380","https://openalex.org/W2534240269","https://openalex.org/W2621620968","https://openalex.org/W2734047044","https://openalex.org/W2774486220","https://openalex.org/W2800516701","https://openalex.org/W2807647435","https://openalex.org/W3086471466","https://openalex.org/W3170558860","https://openalex.org/W4211159217","https://openalex.org/W4234058580","https://openalex.org/W4253764492","https://openalex.org/W4254816979","https://openalex.org/W6929184277"],"related_works":["https://openalex.org/W6887751204","https://openalex.org/W6899232975","https://openalex.org/W2018077325","https://openalex.org/W3196116822","https://openalex.org/W7133569808","https://openalex.org/W3195824011","https://openalex.org/W3198724644","https://openalex.org/W3085193350","https://openalex.org/W2996490076","https://openalex.org/W2977677750"],"abstract_inverted_index":{"Linguistic":[0],"prediction,":[1,71],"which":[2],"emerges":[3],"from":[4,198],"acquired":[5],"knowledge,":[6],"is":[7],"a":[8,24,60,127],"pervasive":[9],"process":[10,47],"in":[11,42,95,182],"language":[12,15,229],"comprehension.":[13],"In":[14],"acquisition":[16],"theories,":[17],"prediction":[18,34,56,74,81,180,210,240],"has":[19],"also":[20],"been":[21],"suggested":[22],"as":[23,36],"key":[25,64],"factor":[26],"driving":[27],"the":[28,45,53,90,134,138,154,164,189,199,203,205,236],"implicit":[29],"learning":[30,37,46,68,206,213,248],"process.":[31],"However,":[32],"how":[33,40],"develops":[35],"unfolds":[38],"and":[39,57,77,101,158,241],"it,":[41],"turn,":[43],"drives":[44],"remains":[48],"unclear.":[49],"This":[50],"study":[51],"examines":[52],"relationship":[54],"between":[55,239],"learning,":[58,76,157,185,242],"with":[59],"focus":[61],"on":[62,223],"three":[63],"questions:":[65],"(1)":[66],"whether":[67,73,79,179],"leads":[69],"to":[70,104,133,137,162,170,212,218],"(2)":[72],"motivates":[75],"(3)":[78],"individuals\u2019":[80,147],"skills":[82],"are":[83],"stable":[84,227],"across":[85,228],"tasks.":[86,230],"We":[87],"first":[88,131],"replicated":[89],"malleability":[91],"of":[92,130,156],"verb":[93,107,124,148,167,194,224],"bias":[94,149,168,195],"adults":[96],"(Ryskin":[97],"et":[98,110],"al.,":[99,111],"2017)":[100],"their":[102,123],"ability":[103,217],"predict":[105,219],"using":[106],"semantics":[108],"(Nation":[109],"2003).":[112],"Beyond":[113],"replications,":[114],"our":[115],"results":[116,234],"revealed":[117],"that":[118,146,188],"learners":[119],"who":[120],"successfully":[121],"updated":[122],"biases":[125],"showed":[126],"higher":[128],"proportion":[129],"fixation":[132],"instruments":[135],"than":[136],"animals":[139],"upon":[140],"hearing":[141],"an":[142],"instrument-trained":[143],"verb,":[144],"indicating":[145],"predictions":[150],"were":[151,160],"modulated":[152],"by":[153],"success":[155],"they":[159],"able":[161],"use":[163],"newly":[165],"learned":[166],"knowledge":[169,196],"generate":[171],"anticipatory":[172],"eye":[173],"movements":[174],"after":[175],"training.":[176],"To":[177],"understand":[178],"might":[181],"turn":[183],"motivate":[184],"we":[186],"found":[187],"more":[190],"divergent":[191],"learners\u2019":[192],"initial":[193],"was":[197],"received":[200],"training":[201],"type,":[202],"greater":[204],"effects":[207],"occurred,":[208],"linking":[209],"errors":[211],"outcomes.":[214],"Finally,":[215],"adults\u2019":[216],"linguistic":[220],"items":[221],"based":[222],"information":[225],"remained":[226],"Taken":[231],"together,":[232],"these":[233],"elucidate":[235],"dynamic":[237],"interplay":[238],"providing":[243],"empirical":[244],"support":[245],"for":[246],"prediction-based":[247],"frameworks.":[249]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2023-10-03T00:00:00"}