Heuristics-based entity-relationship modelling through natural language processing. - Nazlia Omar (2005)

Semantic Similarity Measures for Malay Sentences. - Shahrul Azman Noah; Amru Yusrin Amruddin; Nazlia Omar (ICADL, 2007)

Multi-tiered S-SOA, Parameter-Driven New Islamic Syariah Products of Holistic Islamic Banking System (HiCORE): Virtual Banking Environment. - 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; et al. (IVIC, 2009)

Automated Grammar Checking of Tenses for ESL Writing. - Nazlia Omar; Nur Asma Mohd. Razali; Saadiyah Darus (RSKT, 2009)

Ontology-Driven Semantic Digital Library. - Shahrul Azman Noah; Nor Afni Raziah Alias; Nurul Aida Osman; Zuraidah Abdullah; Nazlia Omar; Yazrina Yahya; Maryati Mohd Yusof (AIRS, 2010)

Syntactic Reordering for Arabic- English Phrase-Based Machine Translation. - Arwa Hatem; Nazlia Omar (FGIT-DTA/BSBT, 2010)

Automatic Part of Speech Tagging for Arabic: An Experiment Using Bigram Hidden Markov Model. - Mohammed Albared; Nazlia Omar; Mohd Juzaiddin Ab Aziz; Mohd Zakree Ahmad Nazri (RSKT, 2010)

Developing a Competitive HMM Arabic POS Tagger Using Small Training Corpora. - Mohammed Albared; Nazlia Omar; Mohd Juzaiddin Ab Aziz (ACIIDS (1), 2011)

Improving Arabic Part-of-Speech Tagging through Morphological Analysis. - Mohammed Albared; Nazlia Omar; Mohd Juzaiddin Ab Aziz (ACIIDS (1), 2011)

A Malay Stemmer for Jawi Characters. - Suliana Sulaiman; Khairuddin Omar; Nazlia Omar; Mohd Zamri Murah; Hamdan Abdul Rahman (Australasian Conference on Artificial Intelligence, 2011)

Transformation of malay head modifier noun phrase into a thematic relation structure. - Suhaimi Ab Rahman; Nazlia Omar; Mohd Juzaiddin Ab Aziz (ICEEI, 2011)

Skolem preprocessing using WordNet and lexicon in building effective knowledge representation. - Kasturi Dewi Varathan; Tengku M. T. Sembok; Rabiah Abdul Kadir; Nazlia Omar (ICEEI, 2011)

Building Knowledge Representation for Multiple Documents Using Semantic Skolem Indexing. - Kasturi Dewi Varathan; Tengku M. T. Sembok; Rabiah Abdul Kadir; Nazlia Omar (ICSECS (2), 2011)

Construction of compound nouns (CNs) for noun phrase in Malay sentence. - Suhaimi Ab Rahman; Nazlia Omar; Noor Baizura Che Hassan (CAMP, 2012)

Measuring the Compositionality of Arabic Multiword Expressions. - Abdulgabbar Saif; Mohd Juzaiddin Ab Aziz; Nazlia Omar (M-CAIT, 2013)

A Comparative Study of Feature Selection and Machine Learning Algorithms for Arabic Sentiment Classification. - Nazlia Omar; Mohammed Albared; Tareq Al-Moslmi; Adel Al-Shabi (AIRS, 2014)

Named Entity Recognition in Crime Using Machine Learning Approach. - Hafedh Shabat; Nazlia Omar; Khmael Rahem (AIRS, 2014)

Arabic machine translation: a survey. - Arwa Alqudsi; Nazlia Omar; Khalid Shaker (Artif. Intell. Rev., 2014)

An automated arabic text categorization based on the frequency ratio accumulation. - Baraa T. Sharef; Nazlia Omar; Zeyad T. Sharef (Int. Arab J. Inf. Technol., 2014)

A Comparative Study of combined Feature Selection Methods for Arabic Text Classification. - Aisha Adel; Nazlia Omar; Adel Al-Shabi (J. Comput. Sci., 2014)

A Hybrid method using Lexicon-based Approach and Naive Bayes Classifier for Arabic Opinion Question Answering. - Khalid Khalifa; Nazlia Omar (J. Comput. Sci., 2014)

Arabic Part of speech Tagging using k-Nearest Neighbour and Naive Bayes Classifiers Combination. - Rund Mahafdah; Nazlia Omar; Omaia Al-Omari (J. Comput. Sci., 2014)

The Effectiveness of a Jawi Stemmer for Retrieving Relevant Malay Documents in Jawi Characters. - Suliana Sulaiman; Khairuddin Omar; Nazlia Omar; Mohd Zamri Murah; Hamdan Abdul Rahman (ACM Trans. Asian Lang. Inf. Process., 2014)

A Comparison of Multi-label Feature Selection Methods Using the Algorithm Adaptation Approach. - Roiss Alhutaish; Nazlia Omar; Salwani Abdullah (IVIC, 2015)

Arabic text classification using k-nearest neighbour algorithm. - Nazlia Omar; Roiss Alhutaish (Int. Arab J. Inf. Technol., 2015)

A Hybrid Approach to Pronominal Anaphora Resolution in Arabic. - Abdullatif Abolohom; Nazlia Omar (J. Comput. Sci., 2015)

Integrating a Lexicon Based Approach and K Nearest Neighbour for Malay Sentiment Analysis. - Ahmed Al-Saffar; Nazlia Omar (J. Comput. Sci., 2015)

Evaluation of Lexical-Based Approaches to the Semantic Similarity of Malay Sentences. - Shahrul Azman Noah; Nazlia Omar; Amru Yusrin Amruddin (J. Quant. Linguistics, 2015)

Word sense disambiguation in evolutionary manner. - Saad Adnan Abed; Sabrina Tiun; Nazlia Omar (Connect. Sci., 2016)

Reducing explicit semantic representation vectors using Latent Dirichlet Allocation. - Abdulgabbar Saif; Mohd Juzaiddin Ab Aziz; Nazlia Omar (Knowl. Based Syst., 2016)

Building Sense Tagged Corpus Using Wikipedia for Supervised Word Sense Disambiguation. - Abdulgabbar Saif; Nazlia Omar; Ummi Zakiah Zainodin; Mohd Juzaiddin Ab Aziz (BICA, 2017)

Minimally-Supervised Sentiment Lexicon Induction Model: A Case Study of Malay Sentiment Analysis. - Mohammad Darwich; Shahrul Azman Mohd. Noah; Nazlia Omar (MIWAI, 2017)

Approaches to Cross-Domain Sentiment Analysis: A Systematic Literature Review. - Tareq Al-Moslmi; Nazlia Omar; Salwani Abdullah; Mohammed Albared (IEEE Access, 2017)

Mapping Arabic WordNet synsets to Wikipedia articles using monolingual and bilingual features. - Abdulgabbar Saif; Mohd Juzaiddin Ab Aziz; Nazlia Omar (Nat. Lang. Eng., 2017)

Arabic senti-lexicon: Constructing publicly available language resources for Arabic sentiment analysis. - Tareq Al-Moslmi; Mohammed Albared; Adel Al-Shabi; Nazlia Omar; Salwani Abdullah (J. Inf. Sci., 2018)

Semantic concept model using Wikipedia semantic features. - Abdulgabbar Saif; Nazlia Omar; Mohd Juzaiddin Ab Aziz; Ummi Zakiah Zainodin; Naomie Salim (J. Inf. Sci., 2018)

Weighting-based semantic similarity measure based on topological parameters in semantic taxonomy. - Abdulgabbar Saif; Ummi Zakiah Zainodin; Nazlia Omar; Abdullah Saeed Ghareb (Nat. Lang. Eng., 2018)

Feature selection method based on statistics of compound words for arabic text classification. - Aisha Adel; Nazlia Omar; Mohammed Albared; Adel Al-Shabi (Int. Arab J. Inf. Technol., 2019)

Incorporating noun compounds in distributional-based semantic representation approaches for measuring semantic relatedness. - Abdulgabbar Saif; Nazlia Omar; Ummi Zakiah Zainodin (Int. J. Reason. based Intell. Syst., 2019)

Corpus-Based Techniques for Sentiment Lexicon Generation: A Review. - Mohammad Darwich; Shahrul Azman Mohd. Noah; Nazlia Omar; Nurul Aida Osman (J. Digit. Inf. Manag., 2019)

Deriving the sentiment polarity of term senses using dual-step context-aware in-gloss matching. - Mohammad Darwich; Shahrul Azman Mohd. Noah; Nazlia Omar (Inf. Process. Manag., 2020)

A Comparative Study of Linguistic and Computational Features Based on a Machine Learning for Arabic Anaphora Resolution. - Abdullatif Abolohom; Nazlia Omar; Sebastião Pais; João Cordeiro (ACLING, 2021)

Arabic light-based stemmer using new rules. - Hamood Alshalabi; Sabrina Tiun; Nazlia Omar; Fatima N. Al-Aswadi; Kamal Ali Alezabi (J. King Saud Univ. Comput. Inf. Sci., 2022)

Twitter Hate Speech Detection: A Systematic Review of Methods, Taxonomy Analysis, Challenges, and Opportunities. - Zainab Mansur; Nazlia Omar; Sabrina Tiun (IEEE Access, 2023)

DRLN: Disentangled Representation Learning Network for Multimodal Sentiment Analysis. - Jingming Hou; Nazlia Omar; Sabrina Tiun; Saidah Saad; Qian He (NCAA (3), 2024)

Named Entity Recognition in User-Generated Text: A Systematic Literature Review. - Naji Esmaail; Nazlia Omar; Masnizah Mohd; Fariza Fauzi; Zainab Mansur (IEEE Access, 2024)

Target-Aspect-Sentiment Joint Detection: Uncovering Explicit and Implicit Targets Through Aspect-Target-Context-Aware Detection. - Mohammad Radi; Nazlia Omar; Wandeep Kaur (IEEE Access, 2024)

TCHFN: Multimodal sentiment analysis based on Text-Centric Hierarchical Fusion Network. - Jingming Hou; Nazlia Omar; Sabrina Tiun; Saidah Saad; Qian He (Knowl. Based Syst., 2024)

Enhancing traditional Chinese medical named entity recognition with Dyn-Att Net: a dynamic attention approach. - Jingming Hou; Saidah Saad; Nazlia Omar (PeerJ Comput. Sci., 2024)

Machine Learning and Deep Learning Approaches for Fake News Detection: A Systematic Review of Techniques, Challenges, and Advancements. - Omar Bashaddadh; Nazlia Omar; Masnizah Mohd; Mohd Nor Akmal Khalid (IEEE Access, 2025)

Syntactic-Guided Chain of Thought for Iterative Implicit and Explicit Target Detection in Aspect-Based Sentiment Analysis. - Mohammad Radi; Nazlia Omar; Wandeep Kaur (IEEE Access, 2025)

Text-centric disentangled representation interaction network for Multimodal Sentiment Analysis. - Jingming Hou; Nazlia Omar; Sabrina Tiun; Saidah Saad; Qian He (Neurocomputing, 2025)

TF-BERT: Tensor-based fusion BERT for multimodal sentiment analysis. - Jingming Hou; Nazlia Omar; Sabrina Tiun; Saidah Saad; Qian He (Neural Networks, 2025)

Data augmentation for Arabic text classification: a review of current methods, challenges and prospective directions. - Samia F. Abdhood; Nazlia Omar; Sabrina Tiun (PeerJ Comput. Sci., 2025)

Enhanced transformer for length-controlled abstractive summarization based on summary output area. - Yusuf Sunusi; Nazlia Omar; Lailatul Qadri Zakaria (PeerJ Comput. Sci., 2025)