Comparative study of word embedding methods in topic segmentation

M Naili, AH Chaibi, HHB Ghezala - Procedia computer science, 2017 - Elsevier
The vector representations of words are very useful in different natural language processing
tasks in order to capture the semantic meaning of words. In this context, the three known …

Automatic Arabic text summarization: a survey

AB Al-Saleh, MEB Menai - Artificial Intelligence Review, 2016 - Springer
This survey investigates several research studies that have been conducted in the field of
Arabic text summarization. Specifically, it addresses summarization and evaluation methods …

[PDF][PDF] Sentence boundary detection for transcribed Tunisian Arabic

I Zribi, I Kammoun, M Ellouze, L Belguith… - Bochumer …, 2016 - academia.edu
In this paper, we study the problem of detecting sentence boundary in transcribed spoken
Tunisian Arabic. We compare and contrast three different methods for detecting sentence …

ArA* summarizer: An Arabic text summarization system based on subtopic segmentation and using an A* algorithm for reduction

B Bahloul, H Aliane, M Benmohammed - Expert Systems, 2020 - Wiley Online Library
Automatic text summarization is a field situated at the intersection of natural language
processing and information retrieval. Its main objective is to automatically produce a …

Parameters driving effectiveness of LSA on topic segmentation

M Naili, AC Habacha, HH Ben Ghezala - … 2016, Konya, Turkey, April 3–9 …, 2018 - Springer
Abstract Latent Semantic Analysis (LSA) is an efficient statistical technique for extracting
semantic knowledge from large corpora. One of the major problems of this technique is the …

Exogenous approach to improve topic segmentation

M Naili, AH Chaibi, HHB Ghezala - International Journal of Intelligent …, 2016 - emerald.com
Purpose Topic segmentation is one of the active research fields in natural language
processing. Also, many topic segmenters have been proposed. However, the current …

Subtopic segmentation of scientific texts: parameter optimisation

N Avdeeva, G Artemova, K Boyarsky… - … and Semantic Web: 6th …, 2015 - Springer
Abstract Information research within a scientific text needs to deal with the problem of
automatic document partition on subtopics by taking text specifics and user purposes into …

The contribution of stemming and semantics in arabic topic segmentation

M Naili, AH Chaibi, HHB Ghezala - ACM Transactions on Asian and Low …, 2018 - dl.acm.org
Topic Segmentation is one of the pillars of Natural Language Processing. Yet there is a
remarkable research gap in this field, as far as the Arabic language is concerned. The …

[PDF][PDF] Исследование специфики применения алгоритмов тематической сегментации для научных текстов

КК Боярский, НФ Гусарова, НВ Добренко… - … данными в областях с …, 2015 - ceur-ws.org
Аннотация В статье рассматривается специфика применения алгоритмов
тематической сегментации к реальным научным текстам. В качестве …

Hybrid segmentation prototype for arabic Text-based documents: Towards plagiarism detection

S Alouane-Ksouri, MS Hidri - International Journal of Service …, 2015 - igi-global.com
The contribution of this work relates to the field of Arabic text-based document analysis for
the detection of plagiarism. This analysis will be carried out according to the triadic …