Author: Semanticwords

Chakir Mahjoubi is a computational linguist, knowledge representation engineer, and consultant specializing in natural language processing (NLP), semantic technologies, and localization.
12
Apr
2026
Posted in Reasoning

How does speech differ from language?

Here is the fully rewritten article with clear, descriptive titles provided for each paragraph: Speech and Language:…

12
Apr
2026
Posted in Reasoning

What is language?

What is Language?Language is a system of conventional symbols—spoken, signed, or written—that enables people to express thoughts,…

12
Apr
2026
Posted in Reasoning

Human Speech

The Essence of Human SpeechIn the realm of human communication, speech stands as the foundational bridge between…

27
Jan
2026
Posted in Reasoning

The Multimodal AI Guide: Vision, Voice, Text, and Beyond

AI systems now see images, hear speech, and process video, understanding information in its native form.

27
Jan
2026
Posted in Reasoning

Modern Standard Arabic in the Age of Globalization

1. In an Era of Hyper-Connectivity, MSA Remains Indispensable In an era defined by rapid globalization, digital…

22
Jan
2026
Posted in Lexicon Terminology

The Indispensable Lexicon: Exploration of Specialized Terminologies in Software Technology

Abstract: The rapid evolution and inherent complexity of software technology necessitate the proliferation of highly specialized terminologies….

lexsense_man-seeking-for-a-term-in-the-glossary
22
Jan
2026
Posted in Lexicon Terminology

Specialized Terminologies in Software Technology

Abstract: The rapid evolution and inherent complexity of software technology necessitate the proliferation of highly specialized terminologies….

Discourse Analysis
14
Dec
2025
Posted in Discourse Analysis Reasoning

Discourse Analysis: Applications and Future Directions

AbstractDiscourse Analysis (DA) is a multifaceted discipline that examines language in use across diverse sociocultural contexts. This…

lexsense-local-seo
14
Dec
2025
Posted in Semantic Search

SEO Tagging: A Comprehensive Analysis

AbstractSearch Engine Optimization (SEO) remains a cornerstone of digital marketing, with tagging strategies playing a pivotal role…

The essential of NLTK
04
Dec
2025
Posted in NLTK NLTK Library Python Library

NLTK: The Essential Library for NLP

Abstract Natural Language Processing (NLP) is a subfield of artificial intelligence that deals with the interaction between…

AI Text Summarizer tool
02
Dec
2025
Posted in Text Summarization

Extractive summarization Explained

Abstract Extractive summarization is a natural language processing (NLP) technique that generates a concise summary by selecting…

Arabic Text
07
Sep
2025
Posted in Arabic Calligraphy Arabic Grammar Information Retrieval

Information Retrieval in Arabic Text

Abstract: Information Retrieval (IR) in Arabic text presents a unique set of formidable challenges primarily due to…

05
Sep
2025
Posted in Computational Linguistics Language Engineering

Corpus Tokenization

Tokenization is the crucial process of breaking down text or data into smaller, meaningful units called tokens….

03
Sep
2025
Posted in Computational Linguistics Linguistics

Natural Language Processing RELIES on Linguistics

Juri Opitz, Shira Wein, Nathan Schneider Large Language Models (LLMs) have become capable of generating highly fluent text in…

03
Sep
2025
Posted in Meaning Semantic Understanding Semantics

Discovering Semantic Patterns in Short Texts

Florian Eichin, Carolin M. Schuster, Georg Groh, Michael A. Hedderich Topic modeling is a key method in text analysis, but…