Connectionists Approaches to Language Processing and Acquisition
نویسندگان
چکیده
منابع مشابه
Similarity-Based Approaches to Natural Language Processing
Statistical methods for automatically extracting information about associations between words or documents from large collections of text have the potential to have considerable impact in a number of areas, such as information retrieval and natural-language-based user interfaces. However, even huge bodies of text yield highly unreliable estimates of the probability of relatively common events, ...
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With the growing popularity of statistical approaches to natural language processing, it is natural to consider how connectionist techniques for learning and using soft constraints might be applicable to this area. However, nagging questions about the representational and computational adequacy of connectionist networks for processing language make the fruitfulness of this endeavor uncertain. T...
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Requests for reprints should be addressed to M. Redington, Dept. of Psychology, University College London, 26 Bedford Way, London WC1E 6BT, UK. Emails: m.redington6ucl.ac.uk and nick.chater6warwick.ac.uk This research was supported by UK Economic and Social Research Council (ESRC) Research Studentship R00429234268, Research Grant SPG9029590 from the Joint Councils Initiative in Cognitive Scienc...
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It was long considered to be impossible to learn grammar based on linguistic experience alone. In the past decade, however, advances in usage-based linguistic theory, computational linguistics, and developmental psychology changed the view on this matter. So-called usage-based and emergentist approaches to language acquisition state that language can be learned from language use itself, by mean...
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ژورنال
عنوان ژورنال: HERMES - Journal of Language and Communication in Business
سال: 2015
ISSN: 0904-1699
DOI: 10.7146/hjlcb.v4i6.21455