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Does high talker variability improve the learning of non-native phoneme contrasts? A replication ...
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Neuro-Oncology Patients as Human Research Subjects: Ethical Considerations for Cognitive and Behavioral Testing for Research Purposes
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In: Cancers; Volume 14; Issue 3; Pages: 692 (2022)
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Individual Differences in Singing Behavior during Childhood Predicts Language Performance during Adulthood
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In: Languages; Volume 7; Issue 2; Pages: 72 (2022)
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An Information Theoretic Approach to Symbolic Learning in Synthetic Languages
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In: Entropy; Volume 24; Issue 2; Pages: 259 (2022)
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Abstract:
An important aspect of using entropy-based models and proposed “synthetic languages”, is the seemingly simple task of knowing how to identify the probabilistic symbols. If the system has discrete features, then this task may be trivial; however, for observed analog behaviors described by continuous values, this raises the question of how we should determine such symbols. This task of symbolization extends the concept of scalar and vector quantization to consider explicit linguistic properties. Unlike previous quantization algorithms where the aim is primarily data compression and fidelity, the goal in this case is to produce a symbolic output sequence which incorporates some linguistic properties and hence is useful in forming language-based models. Hence, in this paper, we present methods for symbolization which take into account such properties in the form of probabilistic constraints. In particular, we propose new symbolization algorithms which constrain the symbols to have a Zipf–Mandelbrot–Li distribution which approximates the behavior of language elements. We introduce a novel constrained EM algorithm which is shown to effectively learn to produce symbols which approximate a Zipfian distribution. We demonstrate the efficacy of the proposed approaches on some examples using real world data in different tasks, including the translation of animal behavior into a possible human language understandable equivalent.
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Keyword:
behavior prediction; entropy; information theoretic models; language models; synthetic language; Zipf–Mandelbrot–Li law
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URL: https://doi.org/10.3390/e24020259
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Gegen die Öffentlichkeit: Alternative Nachrichtenmedien im deutschsprachigen Raum
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Schwaiger, Lisa. - : transcript Verlag, 2022. : DEU, 2022. : Bielefeld, 2022
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In: 46 ; Digitale Gesellschaft ; 327 (2022)
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Особенности международного стиля: анализ текстов официально-делового стиля : магистерская диссертация ; Specific features of international etiquette: texts analysis of official business style
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Males and females’ complimenting behaviour on the celebrities’ Instagram comments
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In: Journal of Applied Linguistics and Literature, Vol 7, Iss 1, Pp 76-103 (2022) (2022)
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Processing rhythm in speech and music: Shared mechanisms and implications for developmental speech and language disorders.
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In: ISSN: 0894-4105 ; Neuropsychology ; https://hal.archives-ouvertes.fr/hal-03384346 ; Neuropsychology, American Psychological Association, 2021, ⟨10.1037/neu0000766⟩ (2021)
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Predicting emotional links between genre, plot, and reader response ...
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МЕЖКУЛЬТУРНАЯ КОММУНИКАЦИЯ КАК ОСНОВА ДЛЯ ИЗУЧЕНИЯ ИНОСТРАННЫХ ЯЗЫКОВ ... : INTERCULTURAL COMMUNICATION AS A BASIS FOR STUDYING FOREIGN LANGUAGES ...
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О.В. Кисель. - : Иностранные языки в контексте межкультурной коммуникации, 2021
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LEO 2018 - Leben mit geringer Literalität (Scientific Use File) ... : LEO 2018 - Living with Low Literacy (Scientific Use File) ...
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LEO 2018 - Leben mit geringer Literalität (Public Use File) ... : LEO 2018 - Living with Low Literacy (Public Use File) ...
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Exploring Behavioral and Affective Correlates of Comprehensible Second Language Speech
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In: World Languages and Cultures Publications (2021)
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The role of prosody in processing the structure of events in Portuguese: a behavioral test ...
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Discourse- and prominence-driven argument interpretation: the influence of discourse coherence and animacy on the neurophysiological correlates of grammatical function assignment in Swedish ...
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Discourse- and prominence-driven predictive argument interpretation: the influence of discourse coherence and animacy on the prediction of grammatical functions in Swedish ...
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Children's processing of written irony: An eye-tracking study ...
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Selective modulation of interhemispheric connectivity by transcranial alternating current stimulation influences binaural integration ...
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