{"title":"利用日常语言中的词汇知识。","authors":"Layla Unger, Emma James","doi":"10.3758/s13423-026-03019-x","DOIUrl":null,"url":null,"abstract":"<p><p>Within the first few years of life, children go from nonverbal infants to fluent users of hundreds of words. This feat unfolds as children are immersed in a sea of words in conversations, stories, and other language contexts. In principle, word contexts might support word learning because words with similar meanings tend to occur in similar contexts. Thus, a child who knows some fruit words and has heard them in the context of \"juicy\" might learn that a \"juicy mango\" is also a fruit even without ever seeing a mango. Indeed, cutting-edge large language models leverage just these context cues to form rich representations of words. Yet we do not know whether these cues are an important driver of real-world word learning. We quantified context cues in children's everyday English language input and found that they did reliably predict real-world word learning, above and beyond other established predictors. These findings illuminate how everyday language scaffolds word learning.</p>","PeriodicalId":20763,"journal":{"name":"Psychonomic Bulletin & Review","volume":"33 8","pages":""},"PeriodicalIF":3.1000,"publicationDate":"2026-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Leveraging word knowledge from everyday language.\",\"authors\":\"Layla Unger, Emma James\",\"doi\":\"10.3758/s13423-026-03019-x\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Within the first few years of life, children go from nonverbal infants to fluent users of hundreds of words. This feat unfolds as children are immersed in a sea of words in conversations, stories, and other language contexts. In principle, word contexts might support word learning because words with similar meanings tend to occur in similar contexts. Thus, a child who knows some fruit words and has heard them in the context of \\\"juicy\\\" might learn that a \\\"juicy mango\\\" is also a fruit even without ever seeing a mango. Indeed, cutting-edge large language models leverage just these context cues to form rich representations of words. Yet we do not know whether these cues are an important driver of real-world word learning. We quantified context cues in children's everyday English language input and found that they did reliably predict real-world word learning, above and beyond other established predictors. These findings illuminate how everyday language scaffolds word learning.</p>\",\"PeriodicalId\":20763,\"journal\":{\"name\":\"Psychonomic Bulletin & Review\",\"volume\":\"33 8\",\"pages\":\"\"},\"PeriodicalIF\":3.1000,\"publicationDate\":\"2026-10-08\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Psychonomic Bulletin & Review\",\"FirstCategoryId\":\"102\",\"ListUrlMain\":\"https://doi.org/10.3758/s13423-026-03019-x\",\"RegionNum\":3,\"RegionCategory\":\"心理学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"PSYCHOLOGY, EXPERIMENTAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Psychonomic Bulletin & Review","FirstCategoryId":"102","ListUrlMain":"https://doi.org/10.3758/s13423-026-03019-x","RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PSYCHOLOGY, EXPERIMENTAL","Score":null,"Total":0}
Within the first few years of life, children go from nonverbal infants to fluent users of hundreds of words. This feat unfolds as children are immersed in a sea of words in conversations, stories, and other language contexts. In principle, word contexts might support word learning because words with similar meanings tend to occur in similar contexts. Thus, a child who knows some fruit words and has heard them in the context of "juicy" might learn that a "juicy mango" is also a fruit even without ever seeing a mango. Indeed, cutting-edge large language models leverage just these context cues to form rich representations of words. Yet we do not know whether these cues are an important driver of real-world word learning. We quantified context cues in children's everyday English language input and found that they did reliably predict real-world word learning, above and beyond other established predictors. These findings illuminate how everyday language scaffolds word learning.
期刊介绍:
The journal provides coverage spanning a broad spectrum of topics in all areas of experimental psychology. The journal is primarily dedicated to the publication of theory and review articles and brief reports of outstanding experimental work. Areas of coverage include cognitive psychology broadly construed, including but not limited to action, perception, & attention, language, learning & memory, reasoning & decision making, and social cognition. We welcome submissions that approach these issues from a variety of perspectives such as behavioral measurements, comparative psychology, development, evolutionary psychology, genetics, neuroscience, and quantitative/computational modeling. We particularly encourage integrative research that crosses traditional content and methodological boundaries.