NATURAL LANGUAGE ENHANCEMENT FOR ENGLISH TEACHING USING CHARACTER-LEVEL RECURRENT NEURAL NETWORK WITH BACK PROPAGATION NEURAL NETWORK BASED CLASSIFICATION BY DEEP LEARNING ARCHITECTURES

Natural Language Enhancement for English Teaching Using Character-Level Recurrent Neural Network with Back Propagation Neural Network based Classification by Deep Learning Architectures

Natural Language Processing (NLP) is an efficient method for enhancing educational outcomes.In educational settings, implementing NLP entails starting the learning process through natural acquisition.English teaching and learning have received increased attention from the relevant education departments as an integral aspect of the new curriculum re

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Initial Phylotranscriptomic Confirmation of Homoplastic Evolution of the Conspicuous Coloration and Bufoniform Morphology of Pumpkin-Toadlets in the Genus Brachycephalus

The genus Brachycephalus is a fascinating group of miniaturized anurans from the Brazilian Atlantic Forest, comprising the conspicuous, brightly colored pumpkin-toadlets and the cryptic flea-toads.Pumpkin-toadlets are known to contain tetrodotoxins and therefore, their bright colors may perform an aposematic function.Previous studies based on a lim

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