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THE COMPREHENSION OF ACOUSTICALLY REDUCED MORPHOLOGICALLY COMPLEX WORDS: THE ROLES OF DELETION, DURATION, AND FRQUENCY OF OCCURRENCE
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In: http://www.icphs2007.de/conference/Papers/1091/1091.pdf
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LEXICAL DIFFERENCES BETWEEN TUSCAN DIALECTS AND STANDARD ITALIAN: A SOCIOLINGUISTIC ANALYSIS USING GENERALIZED ADDITIVE MIXED MODELING
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In: http://urd.let.rug.nl/nerbonne/papers/Wieling-etal-Language-2013.pdf
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Review TRENDS in Cognitive Sciences Vol.9 No.7 July 2005 Shifting paradigms: gradient structure in morphology
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In: http://ling.ucsd.edu/~ackerman/Szuperkurszus/Hay_Baayen.pdf
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and irregularity in Dutch
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In: http://www.ualberta.ca/~baayen/publications/tabaketal.pdf
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1 TITLE: Morphological effects in auditory word recognition: Evidence from Danish RUNNING HEAD: Morphological effects in Danish
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In: http://pure.au.dk/portal/files/11598358/Balling_BaayenLCP.pdf
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JADT 2000: 5es Journées Internationales d’Analyse Statistique des Données Textuelles Mixture models for word frequency distributions
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In: http://lexicometrica.univ-paris3.fr/jadt/jadt2000/pdf/12/12.pdf
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5 Data Mining at the Intersection of Psychology and Linguistics
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In: http://www.ualberta.ca/~baayen/publications/Baayen4Corners.pdf
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Corpora and exemplars in phonology
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In: http://www.ualberta.ca/~baayen/publications/ErnestusBaayenPhonHandbook2011.pdf
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Sidestepping the Combinatorial Explosion: An Explanation of n-gram Frequency Effects Based on Naive Discriminative Learning
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In: http://www.sfs.uni-tuebingen.de/%7Ehbaayen/publications/BaayenHendrixRamscar2013.pdf
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BORDER EFFECTS AMONG CATALAN DIALECTS
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In: http://urd.let.rug.nl/nerbonne/papers/Wieling-etal-2013-final-LeuvenStatisticsDays.pdf
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Quantitative Social Dialectology: Explaining Linguistic Variation Geographically and Socially
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In: http://urd.let.rug.nl/nerbonne/papers/WielingNerbonneBaayen2011.pdf
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Published by: The Royal
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In: http://www.linguistics.ucla.edu/people/hayes/205/Readings/BaayenSchreuder2000RoyalSociety.pdf
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Native Language Influences on Word Recognition in a Second Language:
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In: http://www.lextale.com/Resources/lehm2008.pdf
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Extracting the Lowest-Frequency Words: Pitfalls and Possibilities
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The Effects of Lexical Specialization on the Growth Curve of the Vocabulary
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Language comprehension as a multi‐label classification problem
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Abstract:
The initial stage of language comprehension is a multilabel classification problem. Listeners or readers, presented with an utterance, need to discriminate between the intended words and the tens of thousands of other words they know. We propose to address this problem by pairing two networks. The first network is independently learned with the Rescorla Wagner model. The second network is based on the first network and learned with the rule of Widrow and Hoff. The first network has to recover from sublexical input features the meanings encoded in the language signal, resulting in a vector of activations over the lexicon. The second network takes this vector as input and further reduces uncertainty about the intended message. Classification performance for a lexicon with 52,000 entries is good. The model also correctly predicts several aspects of human language comprehension. By rejecting the traditional linguistic assumption that language is a (de)compositional system, and by instead espousing a discriminative approach, a more parsimonious yet highly effective functional characterization of the initial stage of language comprehension is obtained.
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URL: https://doi.org/10.1111/stan.12134
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The Discriminative Lexicon: A Unified Computational Model for the Lexicon and Lexical Processing in Comprehension and Production Grounded Not in (De)Composition but in Linear Discriminative Learning
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