Social and Discourse Contributions to the Determination of Reference in Cross-Situational Word Learning

How do children infer the meanings of their first words? Even in infant-directed speech, object nouns are often used in complex contexts with many possible referents and in sentences with many other words. Previous work has argued that children can learn word meanings via cross-situational observati...

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Main Authors: Frank, Michael C., Tenenbaum, Joshua B., Fernald, Anne
Other Authors: Massachusetts Institute of Technology. Department of Brain and Cognitive Sciences
Format: Article
Language:en_US
Published: Taylor & Francis 2015
Online Access:http://hdl.handle.net/1721.1/92874
https://orcid.org/0000-0002-1925-2035
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author Frank, Michael C.
Tenenbaum, Joshua B.
Fernald, Anne
author2 Massachusetts Institute of Technology. Department of Brain and Cognitive Sciences
author_facet Massachusetts Institute of Technology. Department of Brain and Cognitive Sciences
Frank, Michael C.
Tenenbaum, Joshua B.
Fernald, Anne
author_sort Frank, Michael C.
collection MIT
description How do children infer the meanings of their first words? Even in infant-directed speech, object nouns are often used in complex contexts with many possible referents and in sentences with many other words. Previous work has argued that children can learn word meanings via cross-situational observation of correlations between words and their referents. While cross-situational associations can sometimes be informative, social cues to what a speaker is talking about can provide a powerful shortcut to word meaning. The current study takes steps toward quantifying the informativeness of cues that signal speakers' chosen referent, including their eye-gaze, the position of their hands, and the referents of their previous utterances. We present results based on a hand-annotated corpus of 24 videos of child-caregiver play sessions with children from 6 to 18 months old, which we make available to researchers interested in similar issues. Our analyses suggest that although they can be more useful than cross-situational information in some contexts, social and discourse information must also be combined probabilistically to be effective in determining reference.
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spelling mit-1721.1/928742022-09-30T17:25:31Z Social and Discourse Contributions to the Determination of Reference in Cross-Situational Word Learning Frank, Michael C. Tenenbaum, Joshua B. Fernald, Anne Massachusetts Institute of Technology. Department of Brain and Cognitive Sciences Tenenbaum, Joshua B. How do children infer the meanings of their first words? Even in infant-directed speech, object nouns are often used in complex contexts with many possible referents and in sentences with many other words. Previous work has argued that children can learn word meanings via cross-situational observation of correlations between words and their referents. While cross-situational associations can sometimes be informative, social cues to what a speaker is talking about can provide a powerful shortcut to word meaning. The current study takes steps toward quantifying the informativeness of cues that signal speakers' chosen referent, including their eye-gaze, the position of their hands, and the referents of their previous utterances. We present results based on a hand-annotated corpus of 24 videos of child-caregiver play sessions with children from 6 to 18 months old, which we make available to researchers interested in similar issues. Our analyses suggest that although they can be more useful than cross-situational information in some contexts, social and discourse information must also be combined probabilistically to be effective in determining reference. National Science Foundation (U.S.) (NSF #DDRIG #0746251) United States. Department of Education (Jacob K. Javits Graduate Fellowship) 2015-01-15T15:03:51Z 2015-01-15T15:03:51Z 2013-01 Article http://purl.org/eprint/type/JournalArticle 1547-5441 1547-3341 http://hdl.handle.net/1721.1/92874 Frank, Michael C., Joshua B. Tenenbaum, and Anne Fernald. “Social and Discourse Contributions to the Determination of Reference in Cross-Situational Word Learning.” Language Learning and Development 9, no. 1 (January 2013): 1–24. https://orcid.org/0000-0002-1925-2035 en_US http://dx.doi.org/10.1080/15475441.2012.707101 Language Learning and Development Creative Commons Attribution-Noncommercial-Share Alike http://creativecommons.org/licenses/by-nc-sa/4.0/ application/pdf Taylor & Francis Stanford University web domain
spellingShingle Frank, Michael C.
Tenenbaum, Joshua B.
Fernald, Anne
Social and Discourse Contributions to the Determination of Reference in Cross-Situational Word Learning
title Social and Discourse Contributions to the Determination of Reference in Cross-Situational Word Learning
title_full Social and Discourse Contributions to the Determination of Reference in Cross-Situational Word Learning
title_fullStr Social and Discourse Contributions to the Determination of Reference in Cross-Situational Word Learning
title_full_unstemmed Social and Discourse Contributions to the Determination of Reference in Cross-Situational Word Learning
title_short Social and Discourse Contributions to the Determination of Reference in Cross-Situational Word Learning
title_sort social and discourse contributions to the determination of reference in cross situational word learning
url http://hdl.handle.net/1721.1/92874
https://orcid.org/0000-0002-1925-2035
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