Systematic literature review of stemming and lemmatization performance for sentence similarity

R Pramana, JJ Subroto… - 2022 IEEE 7th …, 2022 - ieeexplore.ieee.org
In today's era, where the Internet is a huge part of people's life, Information Retrieval (IR) is
as important as ever for people to retrieve relevant information in a quick way. The sentence …

Arabic text clustering methods and suggested solutions for theme-based quran clustering: analysis of literature

Q Bsoul, R Abdul Salam, J Atwan… - Journal of Information …, 2021 - koreascience.kr
Text clustering is one of the most commonly used methods for detecting themes or types of
documents. Text clustering is used in many fields, but its effectiveness is still not sufficient to …

[HTML][HTML] A novel root based Arabic stemmer

MN Al-Kabi, SA Kazakzeh, BMA Ata… - Journal of King Saud …, 2015 - Elsevier
Stemming algorithms are used in information retrieval systems, indexers, text mining, text
classifiers etc., to extract stems or roots of different words, so that words derived from the …

3D printed bionic prosthetic hands

J Koprnický, P Najman, J Šafka - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
This article deals with upper limb prosthetic made by 3D printing technology. For tests and
analysis the number of open-source bionic hands (eNable and exiii's HACKberry projects) …

A novel robust Arabic light stemmer

K Abainia, S Ouamour, H Sayoud - Journal of Experimental & …, 2017 - Taylor & Francis
The stemming is the process of transforming a word into its root or stem, hence, it is
considered as a crucial pre-processing step before tackling any task of natural language …

An explainable artificial intelligence model for detecting xenophobic tweets

GI Pérez-Landa, O Loyola-González… - Applied Sciences, 2021 - mdpi.com
Xenophobia is a social and political behavior that has been present in our societies since
the beginning of humanity. The feeling of hatred, fear, or resentment is present before …

Towards an error-free Arabic stemming

ET Al-Shammari, J Lin - Proceedings of the 2nd ACM workshop on …, 2008 - dl.acm.org
Stemming is a computational process for reducing words to their roots (or stems). It can be
classified as a recall-enhancing or precision-enhancing component. Existing Arabic …

SALMA: standard Arabic language morphological analysis

M Sawalha, E Atwell… - 2013 1st International …, 2013 - ieeexplore.ieee.org
Morphological analyzers are preprocessors for text analysis. Many Text Analytics
applications need them to perform their tasks. This paper reviews the SALMA-Tools …

Modeling topics in DFA-based lemmatized Gujarati text

U Chauhan, S Shah, D Shiroya, D Solanki, Z Patel… - Sensors, 2023 - mdpi.com
Topic modeling is a machine learning algorithm based on statistics that follows
unsupervised machine learning techniques for mapping a high-dimensional corpus to a low …

A hybrid approach for Arabic lemmatization

M Boudchiche, A Mazroui - International Journal of Speech Technology, 2019 - Springer
We present in this article an Arabic lemmatizer that assigns to each word of an Arabic
sentence, a single lemma taking into account the word context. The proposed system …