Nazlia Omar

57 papers Journal 34Unranked 21
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Novel Data Augmentation Framework for Arabic Multi-Label Text Classification Using AraBART, AraGPT2, and Borderline-SMOTE.
IEEE Access
Samia F. Abdhood, Nazlia Omar, Sabrina Tiun
2025 J jnl
Data augmentation for Arabic text classification: a review of current methods, challenges and prospective directions.
PeerJ Comput. Sci.
Samia F. Abdhood, Nazlia Omar, Sabrina Tiun
2025 J jnl
Enhanced transformer for length-controlled abstractive summarization based on summary output area.
PeerJ Comput. Sci.
Yusuf Sunusi, Nazlia Omar, Lailatul Qadri Zakaria
2025 J jnl
Machine Learning and Deep Learning Approaches for Fake News Detection: A Systematic Review of Techniques, Challenges, and Advancements.
IEEE Access
Omar Bashaddadh, Nazlia Omar, Masnizah Mohd, Mohd Nor Akmal Khalid
2025 J jnl
Syntactic-Guided Chain of Thought for Iterative Implicit and Explicit Target Detection in Aspect-Based Sentiment Analysis.
IEEE Access
Mohammad Radi, Nazlia Omar, Wandeep Kaur
2025 J jnl
TF-BERT: Tensor-based fusion BERT for multimodal sentiment analysis.
Neural Networks
Jingming Hou, Nazlia Omar, Sabrina Tiun, Saidah Saad, Qian He
2025 J jnl
Text-centric disentangled representation interaction network for Multimodal Sentiment Analysis.
Neurocomputing
Jingming Hou, Nazlia Omar, Sabrina Tiun, Saidah Saad, Qian He
2024 — conf
DRLN: Disentangled Representation Learning Network for Multimodal Sentiment Analysis.
NCAA (3)
Jingming Hou, Nazlia Omar, Sabrina Tiun, Saidah Saad, Qian He
2024 J jnl
Enhancing traditional Chinese medical named entity recognition with Dyn-Att Net: a dynamic attention approach.
PeerJ Comput. Sci.
Jingming Hou, Saidah Saad, Nazlia Omar
2024 J jnl
Named Entity Recognition in User-Generated Text: A Systematic Literature Review.
IEEE Access
Naji Esmaail, Nazlia Omar, Masnizah Mohd, Fariza Fauzi, Zainab Mansur
2024 J jnl
TCHFN: Multimodal sentiment analysis based on Text-Centric Hierarchical Fusion Network.
Knowl. Based Syst.
Jingming Hou, Nazlia Omar, Sabrina Tiun, Saidah Saad, Qian He
2024 J jnl
Target-Aspect-Sentiment Joint Detection: Uncovering Explicit and Implicit Targets Through Aspect-Target-Context-Aware Detection.
IEEE Access
Mohammad Radi, Nazlia Omar, Wandeep Kaur
2023 J jnl
Twitter Hate Speech Detection: A Systematic Review of Methods, Taxonomy Analysis, Challenges, and Opportunities.
IEEE Access
Zainab Mansur, Nazlia Omar, Sabrina Tiun
2022 J jnl
Arabic light-based stemmer using new rules.
J. King Saud Univ. Comput. Inf. Sci.
Hamood Alshalabi, Sabrina Tiun, Nazlia Omar, Fatima N. Al-Aswadi, Kamal Ali Alezabi
2021 — conf
A Comparative Study of Linguistic and Computational Features Based on a Machine Learning for Arabic Anaphora Resolution.
ACLING
Abdullatif Abolohom, Nazlia Omar, Sebastião Pais, João Cordeiro
2020 J jnl
Deriving the sentiment polarity of term senses using dual-step context-aware in-gloss matching.
Inf. Process. Manag.
Mohammad Darwich, Shahrul Azman Mohd Noah, Nazlia Omar
2019 J jnl
Corpus-Based Techniques for Sentiment Lexicon Generation: A Review.
J. Digit. Inf. Manag.
Mohammad Darwich, Shahrul Azman Mohd Noah, Nazlia Omar, Nurul Aida Osman
2019 J jnl
Feature selection method based on statistics of compound words for arabic text classification.
Int. Arab J. Inf. Technol.
Aisha Adel, Nazlia Omar, Mohammed Albared, Adel Al-Shabi
2019 J jnl
Incorporating noun compounds in distributional-based semantic representation approaches for measuring semantic relatedness.
Int. J. Reason. based Intell. Syst.
Abdulgabbar Saif, Nazlia Omar, Ummi Zakiah Zainodin
2018 J jnl
Arabic senti-lexicon: Constructing publicly available language resources for Arabic sentiment analysis.
J. Inf. Sci.
Tareq Al-Moslmi, Mohammed Albared, Adel Al-Shabi, Nazlia Omar, Salwani Abdullah
2018 J jnl
Semantic concept model using Wikipedia semantic features.
J. Inf. Sci.
Abdulgabbar Saif, Nazlia Omar, Mohd Juzaiddin Ab Aziz, Ummi Zakiah Zainodin, Naomie Salim
2018 J jnl
Weighting-based semantic similarity measure based on topological parameters in semantic taxonomy.
Nat. Lang. Eng.
Abdulgabbar Saif, Ummi Zakiah Zainodin, Nazlia Omar, Abdullah Saeed Ghareb
2017 J jnl
Approaches to Cross-Domain Sentiment Analysis: A Systematic Literature Review.
IEEE Access
Tareq Al-Moslmi, Nazlia Omar, Salwani Abdullah, Mohammed Albared
2017 — conf
Building Sense Tagged Corpus Using Wikipedia for Supervised Word Sense Disambiguation.
BICA
Abdulgabbar Saif, Nazlia Omar, Ummi Zakiah Zainodin, Mohd Juzaiddin Ab Aziz
2017 J jnl
Mapping Arabic WordNet synsets to Wikipedia articles using monolingual and bilingual features.
Nat. Lang. Eng.
Abdulgabbar Saif, Mohd Juzaiddin Ab Aziz, Nazlia Omar
2017 — conf
Minimally-Supervised Sentiment Lexicon Induction Model: A Case Study of Malay Sentiment Analysis.
MIWAI
Mohammad Darwich, Shahrul Azman Mohd Noah, Nazlia Omar
2016 J jnl
Reducing explicit semantic representation vectors using Latent Dirichlet Allocation.
Knowl. Based Syst.
Abdulgabbar Saif, Mohd Juzaiddin Ab Aziz, Nazlia Omar
2016 J jnl
Word sense disambiguation in evolutionary manner.
Connect. Sci.
Saad Adnan Abed, Sabrina Tiun, Nazlia Omar
2015 — conf
A Comparison of Multi-label Feature Selection Methods Using the Algorithm Adaptation Approach.
IVIC
Roiss Alhutaish, Nazlia Omar, Salwani Abdullah
2015 J jnl
A Hybrid Approach to Pronominal Anaphora Resolution in Arabic.
J. Comput. Sci.
Abdullatif Abolohom, Nazlia Omar
2015 J jnl
Arabic text classification using k-nearest neighbour algorithm.
Int. Arab J. Inf. Technol.
Nazlia Omar, Roiss Alhutaish
2015 J jnl
Evaluation of Lexical-Based Approaches to the Semantic Similarity of Malay Sentences.
J. Quant. Linguistics
Shahrul Azman Noah, Nazlia Omar, Amru Yusrin Amruddin
2015 J jnl
Integrating a Lexicon Based Approach and K Nearest Neighbour for Malay Sentiment Analysis.
J. Comput. Sci.
Ahmed Al-Saffar, Nazlia Omar
2014 — conf
A Comparative Study of Feature Selection and Machine Learning Algorithms for Arabic Sentiment Classification.
AIRS
Nazlia Omar, Mohammed Albared, Tareq Al-Moslmi, Adel Al-Shabi
2014 J jnl
A Comparative Study of combined Feature Selection Methods for Arabic Text Classification.
J. Comput. Sci.
Aisha Adel, Nazlia Omar, Adel Al-Shabi
2014 J jnl
A Hybrid method using Lexicon-based Approach and Naive Bayes Classifier for Arabic Opinion Question Answering.
J. Comput. Sci.
Khalid Khalifa, Nazlia Omar
2014 J jnl
An automated arabic text categorization based on the frequency ratio accumulation.
Int. Arab J. Inf. Technol.
Baraa T. Sharef, Nazlia Omar, Zeyad T. Sharef
2014 J jnl
Arabic Part of speech Tagging using k-Nearest Neighbour and Naive Bayes Classifiers Combination.
J. Comput. Sci.
Rund Mahafdah, Nazlia Omar, Omaia Al-Omari
2014 J jnl
Arabic machine translation: a survey.
Artif. Intell. Rev.
Arwa Alqudsi, Nazlia Omar, Khalid Shaker
2014 — conf
Named Entity Recognition in Crime Using Machine Learning Approach.
AIRS
Hafedh Shabat, Nazlia Omar, Khmael Rahem
2014 J jnl
The Effectiveness of a Jawi Stemmer for Retrieving Relevant Malay Documents in Jawi Characters.
ACM Trans. Asian Lang. Inf. Process.
Suliana Sulaiman, Khairuddin Omar, Nazlia Omar, Mohd Zamri Murah, Hamdan Abdul Rahman
2013 — conf
Measuring the Compositionality of Arabic Multiword Expressions.
M-CAIT
Abdulgabbar Saif, Mohd Juzaiddin Ab Aziz, Nazlia Omar
2013 — ed.
Soft Computing Applications and Intelligent Systems - Second International Multi-Conference on Artificial Intelligence Technology, M-CAIT 2013, Shah Alam, Malaysia, August 28-29, 2013. Proceedings
M-CAIT
Shahrul Azman Noah, Azizi Abdullah, Haslina Arshad, Azuraliza Abu Bakar, Zulaiha Ali Othman, Shahnorbanun Sahran, Nazlia Omar, Zalinda Othman
2012 — conf
Construction of compound nouns (CNs) for noun phrase in Malay sentence.
CAMP
Suhaimi Ab Rahman, Nazlia Omar, Noor Baizura Che Hassan
2011 — conf
A Malay Stemmer for Jawi Characters.
Australasian Conference on Artificial Intelligence
Suliana Sulaiman, Khairuddin Omar, Nazlia Omar, Mohd Zamri Murah, Hamdan Abdul Rahman
2011 — conf
Building Knowledge Representation for Multiple Documents Using Semantic Skolem Indexing.
ICSECS (2)
Kasturi Dewi Varathan, Tengku M. T. Sembok, Rabiah Abdul Kadir, Nazlia Omar
2011 — conf
Developing a Competitive HMM Arabic POS Tagger Using Small Training Corpora.
ACIIDS (1)
Mohammed Albared, Nazlia Omar, Mohd Juzaiddin Ab Aziz
2011 — conf
Improving Arabic Part-of-Speech Tagging through Morphological Analysis.
ACIIDS (1)
Mohammed Albared, Nazlia Omar, Mohd Juzaiddin Ab Aziz
2011 — conf
Skolem preprocessing using WordNet and lexicon in building effective knowledge representation.
ICEEI
Kasturi Dewi Varathan, Tengku M. T. Sembok, Rabiah Abdul Kadir, Nazlia Omar
2011 — conf
Transformation of malay head modifier noun phrase into a thematic relation structure.
ICEEI
Suhaimi Ab Rahman, Nazlia Omar, Mohd Juzaiddin Ab Aziz
2010 — conf
Automatic Part of Speech Tagging for Arabic: An Experiment Using Bigram Hidden Markov Model.
RSKT
Mohammed Albared, Nazlia Omar, Mohd Juzaiddin Ab Aziz, Mohd Zakree Ahmad Nazri
2010 — conf
Ontology-Driven Semantic Digital Library.
AIRS
Shahrul Azman Noah, Nor Afni Raziah Alias, Nurul Aida Osman, Zuraidah Abdullah, Nazlia Omar, Yazrina Yahya, Maryati Mohd Yusof
2010 — conf
Syntactic Reordering for Arabic- English Phrase-Based Machine Translation.
FGIT-DTA/BSBT
Arwa Hatem, Nazlia Omar
2009 — conf
Automated Grammar Checking of Tenses for ESL Writing.
RSKT
Nazlia Omar, Nur Asma Mohd. Razali, Saadiyah Darus
2009 — conf
Multi-tiered S-SOA, Parameter-Driven New Islamic Syariah Products of Holistic Islamic Banking System (HiCORE): Virtual Banking Environment.
IVIC
Halimah Badioze Zaman, Azlina Ahmad, Tengku M. T. Sembok, Sufian Bin Idris, Shahrul Azman Mohd Noah, Azuraliza Abu Bakar, Zulaiha Ali Othman, Nazlia Omar, Salwani Abdullah, A. Sanep, M. T. Hailani, M. Z. Zaher, Azizah Jaafar, M. Y. Nor Faezah, W. O. Choo, Chew Abdullah, B. Sopian
2007 — conf
Semantic Similarity Measures for Malay Sentences.
ICADL
Shahrul Azman Noah, Amru Yusrin Amruddin, Nazlia Omar
2005 — —
Heuristics-based entity-relationship modelling through natural language processing.
Nazlia Omar