MHMahmoud Hamed Namnaminnlp-series.hashnode.dev·Feb 9, 2025 · 12 min readWord Embedding Explained: Key Concepts and TechniquesIntroduction Have you ever wondered how machines understand human language? How does Google suggest search queries even before you finish typing? How do chatbots comprehend user queries and generate relevant responses? The secret lies in word embeddi...00
MHMahmoud Hamed Namnaminnlp-series.hashnode.dev·Feb 6, 2025 · 6 min readSimplifying Arabic Text Preprocessing for NLP: A Step-by-Step Guide1. Introduction Natural Language Processing (NLP) in Arabic poses unique challenges due to its rich morphology, diacritics, and dialectal variations. Proper preprocessing is essential for improving the accuracy of NLP models. This guide offers a comp...00
MHMahmoud Hamed Namnaminnlp-series.hashnode.dev·Dec 22, 2024 · 7 min readArabic Language Tokenization Explained: Key Concepts and MethodsIntroduction Tokenization is one of the first steps in Natural Language Processing (NLP), where text is divided into smaller units known as tokens. These units can be words, sentences, or even characters. Tokenization is essential for text analysis, ...00