In recent years, computer language area has witnessed important evolvement with
applications in different domains. Machine Translation MT technology, considered as a …

THE TERM NATURAL language refers to any system of symbolic communication (spoken,
signed, or written) that has evolved naturally in humans without intentional human planning …

Recent advancements in Large Language Models (LLMs) have significantly influenced the
landscape of language and speech research. Despite this progress, these models lack …

In this work, we present several deep learning models for the automatic diacritization of
Arabic text. Our models are built using two main approaches, viz. Feed-Forward Neural …

Recent advances in automatic speech recognition (ASR) have achieved accuracy levels
comparable to human transcribers, which led researchers to debate if the machine has …

Abstract Recent advancements in Large Language Models (LLMs) have significantly
influenced the landscape of language and speech research. Despite this progress, these …

Large language models (LLMs) have demonstrated impressive performance on various
downstream tasks without requiring fine-tuning, including ChatGPT, a chat-based model …

The first step in any NLP pipeline is to split the text into individual tokens. The most obvious
and straightforward approach is to use words as tokens. However, given a large text corpus …

Poetry has a prominent history in Arabic literature. The classical Arabic poetry has 16 m that
vary in rhythm and target purpose. Chanting a poem eloquently requires knowing the …

Deep learning has emerged as a new area of machine learning research. It is an approach
that can learn features and hierarchical representation purely from data and has been …