Home Journals Author Services About Submit Article


Academic Publishing

E-ISSN 3041-4849 Contact | Reviewer Login | Home

European Journal of Computer Sciences and Informatics
About Journal | Editorial Board | Instructions for Authors | Archive | CONTACT |

Archive
Aims and Scope
Abstracting & Indexing
Most Accessed Articles
Most Downloaded Articles
Most Cited Articles
 
Review Article
Online Published: 22 Dec 2024
 


Word Representation Techniques in Natural Language Processing

Laaroussi Houria, Guerouate Fatima, Sbihi Mohamed.


Abstract
Word representation has been a crucial topic for natural language processing (NLP). It converts textual data into numerical vectors with efficiency and it is essential to comprehend such complicated text data because it is full with information and has a wide range of uses. Moreover, different machine learning (ML) methods can make use of these representations for a variety of NLP applications. This study offers an understanding of the basic word representation models. It also presents the advantages and limitations of each particular model and how they affect the final result. This paper examines the key advancements and milestones achieved in the domain of NLP, enabling readers to gain a deeper comprehension of the NLP and inspire them to learn more about it.

Key words: NLP, Word Representation, Classical Approaches, Statistic Word Embeddings, Contextual Embedding models.


 
ARTICLE TOOLS
Abstract
PDF Fulltext
How to cite this articleHow to cite this article
Citation Tools
Related Records
 Articles by Laaroussi Houria
Articles by Guerouate Fatima
Articles by Sbihi Mohamed
on Google
on Google Scholar


How to Cite this Article
Pubmed Style

Houria L, Fatima G, Mohamed S. Word Representation Techniques in Natural Language Processing. J Comp Sci Informatics. 2025; 2(1): 1-14. doi:10.5455/JCSI.20240926110512

Web Style

Houria L, Fatima G, Mohamed S. Word Representation Techniques in Natural Language Processing. https://www.wisdomgale.com/jcsi/?mno=222107 [Access: March 24, 2025]. doi:10.5455/JCSI.20240926110512

AMA (American Medical Association) Style

Houria L, Fatima G, Mohamed S. Word Representation Techniques in Natural Language Processing. J Comp Sci Informatics. 2025; 2(1): 1-14. doi:10.5455/JCSI.20240926110512


Vancouver/ICMJE Style

Houria L, Fatima G, Mohamed S. Word Representation Techniques in Natural Language Processing. J Comp Sci Informatics. (2025), [cited March 24, 2025]; 2(1): 1-14. doi:10.5455/JCSI.20240926110512


Harvard Style

Houria, L., Fatima, . G. & Mohamed, . S. (2025) Word Representation Techniques in Natural Language Processing. J Comp Sci Informatics, 2 (1), 1-14. doi:10.5455/JCSI.20240926110512


Turabian Style

Houria, Laaroussi, Guerouate Fatima, and Sbihi Mohamed. 2025. Word Representation Techniques in Natural Language Processing. Journal of Computer Sciences and Informatics, 2 (1), 1-14. doi:10.5455/JCSI.20240926110512


Chicago Style

Houria, Laaroussi, Guerouate Fatima, and Sbihi Mohamed. "Word Representation Techniques in Natural Language Processing." Journal of Computer Sciences and Informatics 2 (2025), 1-14. doi:10.5455/JCSI.20240926110512


MLA (The Modern Language Association) Style

Houria, Laaroussi, Guerouate Fatima, and Sbihi Mohamed. "Word Representation Techniques in Natural Language Processing." Journal of Computer Sciences and Informatics 2.1 (2025), 1-14. Print. doi:10.5455/JCSI.20240926110512


APA (American Psychological Association) Style

Houria, L., Fatima, . G. & Mohamed, . S. (2025) Word Representation Techniques in Natural Language Processing. Journal of Computer Sciences and Informatics, 2 (1), 1-14. doi:10.5455/JCSI.20240926110512





All content on this site: Copyright © 2023-2026 wisdomgale, its licensors, and contributors. All rights are reserved, including those for text and data mining, AI training, and similar technologies. For all open access content, the Creative Commons licensing terms apply.

We use cookies that are necessary to make our site work. By continuing, you agree to the use of cookie.

 Statements & Policies
Authorship Policy
Copyright Info
Digital Archiving
Editorial And Peer Review Processes
Editorial Policy
Human And Animal Protection Policy
Open Access Policy
Peer Review Policy
Plagiarism Policy
Publication Ethics Policy
Self-archiving Policy
 Terms & Conditions
Privacy Policy
 
About us
Contact Us
 Author Tools
eJM - Journal Management System
Grammatical Checking
DOI for Articles
Journal Ads
 
BiblioMed Database
eJPort - Online Submission System