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1
Developing semantic knowledge through cross-situational word learning
In: http://www.kachergis.com/docs/kachergis_yu_shiffrin_2014_priming.pdf (2014)
Abstract: The process of learning a language requires that long-term memory stores the meanings of thousands of words encoun-tered across a variety of situations. These word meanings form a network of associations that, influenced by environ-mental factors such as word frequency and contextual diver-sity, cause behavioral effects on measures such as lexical de-cision and naming times. We investigate the development of recognition priming as a function of explicit knowledge after repeated training and testing on a novel vocabulary. By vary-ing the word frequency and contextual diversity of the train-ing input, and examining learning trajectories as well as se-mantic knowledge effects, we shed light on which environ-mental factors most influence performance in language ac-quisition. Contextual diversity and entropy–the uncertainty about a word’s referents–are the two strongest factors predict-ing primed recognition times, and play a role along with fre-quency and context familiarity in predicting explicit learning.
Keyword: Language acquisition
URL: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.639.142
http://www.kachergis.com/docs/kachergis_yu_shiffrin_2014_priming.pdf
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2
Reviewed by:
In: http://www.kachergis.com/docs/kachergis_yu_shiffrin_2014frontiers_implicit.pdf (2014)
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3
Actively learning object names across ambiguous situations
In: http://www.kachergis.com/docs/kachergis_etal2013_active.pdf (2013)
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4
Learning Nouns with Domain-General Associative Learning Mechanisms
In: http://www.kachergis.com/docs/Kachergis_2012CogSci_paper616_domain-general.pdf (2012)
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5
Actively Learning Object Names Across Ambiguous Situations
In: http://www.indiana.edu/~dll/papers/kachergis2012_active_topics.pdf (2012)
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6
Frequency and contextual diversity effects in cross-situational word learning
In: http://141.14.165.6/CogSci09/papers/521/paper521.pdf (2009)
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7
Cross-Situational Statistical Learning: Implicit or Intentional?
In: http://www.indiana.edu/%7Edll/papers/george_implicit_revised.pdf
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8
Learning nouns with domain-general associative learning mechanisms
In: http://mindmodeling.org/cogsci2012/papers/0103/paper0103.pdf
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9
Adaptive Constraints and Inference in Cross-Situational Word Learning
In: http://www.indiana.edu/%7Edll/papers/george_adaptive_revised.pdf
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10
Frequency and Contextual Diversity Effects in Cross-Situational Word Learning
In: http://www.indiana.edu/~dll/papers/kachergis_cont_div_freq09.pdf
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