Titlebook: Analysis and Application of Natural Language and Speech Processing; Mourad Abbas Book 2023 The Editor(s) (if applicable) and The Author(s)

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A Comparative Study on Language Models for Dravidian Languages,st deep learning language models, to successfully encode semantic properties of words. We demonstrate the effect of vocabulary size on word similarity and model performance. We evaluate our models on the downstream task of text classification and small custom similarity tasks. Our best model attains

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Arabic Named Entity Recognition with a CRF Model Based on Transformer Architecture,ple methodologies suitable for identification of a named entity in a wider text, each with its own advantages. One methodology that has been demonstrated to be very effective involves local versions of deep learning algorithms based on BERT, where ARBERT/MARBERT and AraBERT represent some of the bes

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