Syntactic-Guided Chain of Thought for Iterative Implicit and Explicit Target Detection in Aspect-Based Sentiment Analysis.

Nazlia Omar

Mohammad Radi Nazlia Omar Wandeep Kaur Syntactic-Guided Chain of Thought for Iterative Implicit and Explicit Target Detection in Aspect-Based Sentiment Analysis. 84738-84751 2025 13 IEEE Access https://doi.org/10.1109/ACCESS.2025.3568695 db/journals/access/access13.html#RadiOK25 streams/journals/access

Omar Bashaddadh Nazlia Omar Masnizah Mohd Mohd Nor Akmal Khalid Machine Learning and Deep Learning Approaches for Fake News Detection: A Systematic Review of Techniques, Challenges, and Advancements. 90433-90466 2025 13 IEEE Access https://doi.org/10.1109/ACCESS.2025.3572051 db/journals/access/access13.html#BashaddadhOMK25 streams/journals/access

Samia F. Abdhood Nazlia Omar Sabrina Tiun A Novel Data Augmentation Framework for Arabic Multi-Label Text Classification Using AraBART, AraGPT2, and Borderline-SMOTE. 169769-169778 2025 13 IEEE Access https://doi.org/10.1109/ACCESS.2025.3609462 db/journals/access/access13.html#AbdhoodOT25 streams/journals/access

Jingming Hou Nazlia Omar Sabrina Tiun Saidah Saad Qian He Text-centric disentangled representation interaction network for Multimodal Sentiment Analysis. 130857 2025 651 Neurocomputing https://doi.org/10.1016/j.neucom.2025.130857 db/journals/ijon/ijon651.html#HouOTSH25 streams/journals/ijon

Jingming Hou Nazlia Omar Sabrina Tiun Saidah Saad Qian He TF-BERT: Tensor-based fusion BERT for multimodal sentiment analysis. 107222 2025 185 Neural Networks https://doi.org/10.1016/j.neunet.2025.107222 db/journals/nn/nn185.html#HouOTSH25 streams/journals/nn

Yusuf Sunusi Nazlia Omar Lailatul Qadri Zakaria Enhanced transformer for length-controlled abstractive summarization based on summary output area. e2667 2025 11 PeerJ Comput. Sci. https://doi.org/10.7717/peerj-cs.2667 db/journals/peerj-cs/peerj-cs11.html#SunusiOZ25 streams/journals/peerj-cs

Samia F. Abdhood Nazlia Omar Sabrina Tiun Data augmentation for Arabic text classification: a review of current methods, challenges and prospective directions. e2685 2025 11 PeerJ Comput. Sci. https://doi.org/10.7717/peerj-cs.2685 db/journals/peerj-cs/peerj-cs11.html#AbdhoodOT25 streams/journals/peerj-cs

Mohammad Radi Nazlia Omar Wandeep Kaur Target-Aspect-Sentiment Joint Detection: Uncovering Explicit and Implicit Targets Through Aspect-Target-Context-Aware Detection. 100689-100699 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2024.3430092 db/journals/access/access12.html#RadiOK24 streams/journals/access

Naji Esmaail Nazlia Omar Masnizah Mohd Fariza Fauzi Zainab Mansur Named Entity Recognition in User-Generated Text: A Systematic Literature Review. 136330-136353 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2024.3427714 db/journals/access/access12.html#EsmaailOMFM24 streams/journals/access

Jingming Hou Nazlia Omar Sabrina Tiun Saidah Saad Qian He TCHFN: Multimodal sentiment analysis based on Text-Centric Hierarchical Fusion Network. 112220 2024 300 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2024.112220 db/journals/kbs/kbs300.html#HouOTSH24 streams/journals/kbs

Jingming Hou Saidah Saad Nazlia Omar Enhancing traditional Chinese medical named entity recognition with Dyn-Att Net: a dynamic attention approach. e2022 2024 10 PeerJ Comput. Sci. https://doi.org/10.7717/peerj-cs.2022 db/journals/peerj-cs/peerj-cs10.html#HouSO24

Jingming Hou Nazlia Omar Sabrina Tiun Saidah Saad Qian He DRLN: Disentangled Representation Learning Network for Multimodal Sentiment Analysis. 148-161 2024 NCAA (3) https://doi.org/10.1007/978-981-97-7007-6_11 conf/ncaa/2024-3 db/conf/ncaa/ncaa2024-3.html#HouOTSH24

Zainab Mansur Nazlia Omar Sabrina Tiun Twitter Hate Speech Detection: A Systematic Review of Methods, Taxonomy Analysis, Challenges, and Opportunities. 16226-16249 2023 11 IEEE Access https://doi.org/10.1109/ACCESS.2023.3239375 db/journals/access/access11.html#MansurOT23

Hamood Alshalabi Sabrina Tiun Nazlia Omar Fatima N. Al-Aswadi Kamal Ali Alezabi Arabic light-based stemmer using new rules. 6635-6642 2022 34 J. King Saud Univ. Comput. Inf. Sci. 9 https://doi.org/10.1016/j.jksuci.2021.08.017 db/journals/jksucis/jksucis34.html#AlshalabiTOAA22

Abdullatif Abolohom Nazlia Omar Sebastião Pais João Cordeiro A Comparative Study of Linguistic and Computational Features Based on a Machine Learning for Arabic Anaphora Resolution. 37-47 2021 ACLING https://doi.org/10.1016/j.procs.2021.05.068 conf/acling/2021 db/conf/acling/acling2021.html#AbolohomOPC21

Mohammad Darwich Shahrul Azman Mohd Noah Nazlia Omar Deriving the sentiment polarity of term senses using dual-step context-aware in-gloss matching. 102273 2020 57 Inf. Process. Manag. 6 https://doi.org/10.1016/j.ipm.2020.102273 db/journals/ipm/ipm57.html#DarwichNO20

Aisha Adel Nazlia Omar Mohammed Albared Adel Al-Shabi Feature selection method based on statistics of compound words for arabic text classification. 178-185 2019 16 Int. Arab J. Inf. Technol. 2 http://iajit.org/index.php?option=com_content&task=blogcategory&id=137&Itemid=469 db/journals/iajit/iajit16.html#AdelOAA19

Abdulgabbar Saif Nazlia Omar Ummi Zakiah Zainodin Incorporating noun compounds in distributional-based semantic representation approaches for measuring semantic relatedness. 11-23 2019 11 Int. J. Reason. based Intell. Syst. 1 https://doi.org/10.1504/IJRIS.2019.098059 https://www.wikidata.org/entity/Q128289312 db/journals/ijris/ijris11.html#SaifOZ19

Mohammad Darwich Shahrul Azman Mohd Noah Nazlia Omar Nurul Aida Osman Corpus-Based Techniques for Sentiment Lexicon Generation: A Review. 296 2019 17 J. Digit. Inf. Manag. 5 https://doi.org/10.6025/jdim/2019/17/5/296-305 db/journals/jdim/jdim17.html#DarwichNOO19

Tareq Al-Moslmi Mohammed Albared Adel Al-Shabi Nazlia Omar Salwani Abdullah Arabic senti-lexicon: Constructing publicly available language resources for Arabic sentiment analysis. 345-362 2018 44 J. Inf. Sci. 3 https://doi.org/10.1177/0165551516683908 https://orkg.org/orkg/resource/R25251 db/journals/jis/jis44.html#Al-MoslmiAAOA18

Abdulgabbar Saif Nazlia Omar Mohd Juzaiddin Ab Aziz Ummi Zakiah Zainodin Naomie Salim Semantic concept model using Wikipedia semantic features. 526-551 2018 44 J. Inf. Sci. 4 https://doi.org/10.1177/0165551517706231 https://www.wikidata.org/entity/Q87831307 db/journals/jis/jis44.html#SaifOAZS18

Abdulgabbar Saif Ummi Zakiah Zainodin Nazlia Omar Abdullah Saeed Ghareb Weighting-based semantic similarity measure based on topological parameters in semantic taxonomy. 861-886 2018 24 Nat. Lang. Eng. 6 https://doi.org/10.1017/S1351324918000190 https://www.wikidata.org/entity/Q124883781 db/journals/nle/nle24.html#SaifZOG18

Tareq Al-Moslmi Nazlia Omar Salwani Abdullah Mohammed Albared Approaches to Cross-Domain Sentiment Analysis: A Systematic Literature Review. 16173-16192 2017 5 IEEE Access https://doi.org/10.1109/ACCESS.2017.2690342 db/journals/access/access5.html#Al-MoslmiOAA17

Abdulgabbar Saif Mohd Juzaiddin Ab Aziz Nazlia Omar Mapping Arabic WordNet synsets to Wikipedia articles using monolingual and bilingual features. 53-91 2017 23 Nat. Lang. Eng. 1 https://doi.org/10.1017/S1351324915000376 https://www.wikidata.org/entity/Q87832969 db/journals/nle/nle23.html#SaifAO17

Abdulgabbar Saif Nazlia Omar Ummi Zakiah Zainodin Mohd Juzaiddin Ab Aziz Building Sense Tagged Corpus Using Wikipedia for Supervised Word Sense Disambiguation. 403-412 2017 BICA https://doi.org/10.1016/j.procs.2018.01.062 https://www.wikidata.org/entity/Q112029000 conf/bica/2017 db/conf/bica/bica2017.html#SaifOZA17 Mohammad Darwich Shahrul Azman Mohd Noah Nazlia Omar Minimally-Supervised Sentiment Lexicon Induction Model: A Case Study of Malay Sentiment Analysis. 225-237 2017 MIWAI https://doi.org/10.1007/978-3-319-69456-6_19 conf/miwai/2017 db/conf/miwai/miwai2017.html#DarwichNO17

Saad Adnan Abed Sabrina Tiun Nazlia Omar Word sense disambiguation in evolutionary manner. 226-241 2016 28 Connect. Sci. 3 https://doi.org/10.1080/09540091.2016.1141874 db/journals/connection/connection28.html#AbedTO16

Abdulgabbar Saif Mohd Juzaiddin Ab Aziz Nazlia Omar Reducing explicit semantic representation vectors using Latent Dirichlet Allocation. 145-159 2016 100 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2016.03.002 db/journals/kbs/kbs100.html#SaifAO16

Nazlia Omar Roiss Alhutaish Arabic text classification using k-nearest neighbour algorithm. 189-194 2015 12 Int. Arab J. Inf. Technol. 2 http://iajit.org/index.php?option=com_content&task=blogcategory&id=97&Itemid=373 db/journals/iajit/iajit12.html#OmarA15

Ahmed Al-Saffar Nazlia Omar Integrating a Lexicon Based Approach and K Nearest Neighbour for Malay Sentiment Analysis. 639-644 2015 11 J. Comput. Sci. 4 https://doi.org/10.3844/jcssp.2015.639.644 db/journals/jcsci/jcsci11.html#Al-SaffarO15

Abdullatif Abolohom Nazlia Omar A Hybrid Approach to Pronominal Anaphora Resolution in Arabic. 764-771 2015 11 J. Comput. Sci. 5 https://doi.org/10.3844/jcssp.2015.764.771 db/journals/jcsci/jcsci11.html#AbolohomO15

Shahrul Azman Noah Nazlia Omar Amru Yusrin Amruddin Evaluation of Lexical-Based Approaches to the Semantic Similarity of Malay Sentences. 135-156 2015 22 J. Quant. Linguistics 2 https://doi.org/10.1080/09296174.2014.1001637 db/journals/jql/jql22.html#NoahOA15

Roiss Alhutaish Nazlia Omar Salwani Abdullah A Comparison of Multi-label Feature Selection Methods Using the Algorithm Adaptation Approach. 199-212 2015 IVIC https://doi.org/10.1007/978-3-319-25939-0_18 conf/ivic/2015 db/conf/ivic/ivic2015.html#AlhutaishOA15

Arwa Alqudsi Nazlia Omar Khalid Shaker Arabic machine translation: a survey. 549-572 2014 42 Artif. Intell. Rev. 4 https://doi.org/10.1007/s10462-012-9351-1 db/journals/air/air42.html#AlqudsiOS14

Baraa T. Sharef Nazlia Omar Zeyad T. Sharef An automated arabic text categorization based on the frequency ratio accumulation. 213-221 2014 11 Int. Arab J. Inf. Technol. 2 http://iajit.org/index.php?option=com_content&task=blogcategory&id=91&Itemid=346 db/journals/iajit/iajit11.html#SharefOS14

Rund Mahafdah Nazlia Omar Omaia Al-Omari Arabic Part of speech Tagging using k-Nearest Neighbour and Naive Bayes Classifiers Combination. 1865-1873 2014 10 J. Comput. Sci. 9 https://doi.org/10.3844/jcssp.2014.1865.1873 db/journals/jcsci/jcsci10.html#MahafdahOA14

Khalid Khalifa Nazlia Omar A Hybrid method using Lexicon-based Approach and Naive Bayes Classifier for Arabic Opinion Question Answering. 1961-1968 2014 10 J. Comput. Sci. 10 https://doi.org/10.3844/jcssp.2014.1961.1968 db/journals/jcsci/jcsci10.html#KhalifaO14

Aisha Adel Nazlia Omar Adel Al-Shabi A Comparative Study of combined Feature Selection Methods for Arabic Text Classification. 2232-2239 2014 10 J. Comput. Sci. 11 https://doi.org/10.3844/jcssp.2014.2232.2239 db/journals/jcsci/jcsci10.html#AdelOA14

Suliana Sulaiman Khairuddin Omar Nazlia Omar Mohd Zamri Murah Hamdan Abdul Rahman The Effectiveness of a Jawi Stemmer for Retrieving Relevant Malay Documents in Jawi Characters. 6:1-6:21 2014 13 ACM Trans. Asian Lang. Inf. Process. 2 https://doi.org/10.1145/2540988 db/journals/talip/talip13.html#SulaimanOOMR14

Hafedh Shabat Nazlia Omar Khmael Rahem Named Entity Recognition in Crime Using Machine Learning Approach. 280-288 2014 AIRS https://doi.org/10.1007/978-3-319-12844-3_24 conf/airs/2014 db/conf/airs/airs2014.html#ShabatOR14 Nazlia Omar Mohammed Albared Tareq Al-Moslmi Adel Al-Shabi A Comparative Study of Feature Selection and Machine Learning Algorithms for Arabic Sentiment Classification. 429-443 2014 AIRS https://doi.org/10.1007/978-3-319-12844-3_37 conf/airs/2014 db/conf/airs/airs2014.html#OmarAAA14 Abdulgabbar Saif Mohd Juzaiddin Ab Aziz Nazlia Omar Measuring the Compositionality of Arabic Multiword Expressions. 245-256 2013 M-CAIT https://doi.org/10.1007/978-3-642-40567-9_21 https://www.wikidata.org/entity/Q66711386 conf/mcait/2013 db/conf/mcait/mcait2013.html#SaifAO13 Shahrul Azman Noah Azizi Abdullah Haslina Arshad Azuraliza Abu Bakar Zulaiha Ali Othman Shahnorbanun Sahran Nazlia Omar Zalinda Othman 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 2013 M-CAIT Springer Communications in Computer and Information Science 378 https://doi.org/10.1007/978-3-642-40567-9 978-3-642-40566-2 db/conf/mcait/mcait2013.html Suhaimi Ab Rahman Nazlia Omar Noor Baizura Che Hassan Construction of compound nouns (CNs) for noun phrase in Malay sentence. 22-25 2012 CAMP https://doi.org/10.1109/InfRKM.2012.6204976 conf/infrkm/2012 db/conf/infrkm/infrkm2012.html#RahmanOH12 Mohammed Albared Nazlia Omar Mohd Juzaiddin Ab Aziz Developing a Competitive HMM Arabic POS Tagger Using Small Training Corpora. 288-296 2011 ACIIDS (1) https://doi.org/10.1007/978-3-642-20039-7_29 conf/aciids/2011-1 db/conf/aciids/aciids2011-1.html#AlbaredOA11 Mohammed Albared Nazlia Omar Mohd Juzaiddin Ab Aziz Improving Arabic Part-of-Speech Tagging through Morphological Analysis. 317-326 2011 ACIIDS (1) https://doi.org/10.1007/978-3-642-20039-7_32 conf/aciids/2011-1 db/conf/aciids/aciids2011-1.html#AlbaredOA11a Suliana Sulaiman Khairuddin Omar Nazlia Omar Mohd Zamri Murah Hamdan Abdul Rahman A Malay Stemmer for Jawi Characters. 668-676 2011 Australasian Conference on Artificial Intelligence https://doi.org/10.1007/978-3-642-25832-9_68 conf/ausai/2011 db/conf/ausai/ausai2011.html#SulaimanOOMR11 Suhaimi Ab Rahman Nazlia Omar Mohd Juzaiddin Ab Aziz Transformation of malay head modifier noun phrase into a thematic relation structure. 1-5 2011 ICEEI https://doi.org/10.1109/ICEEI.2011.6021798 conf/iceei/2011 db/conf/iceei/iceei2011.html#RahmanOA11 Kasturi Dewi Varathan Tengku M. T. Sembok Rabiah Abdul Kadir Nazlia Omar Skolem preprocessing using WordNet and lexicon in building effective knowledge representation. 1-5 2011 ICEEI https://doi.org/10.1109/ICEEI.2011.6021760 conf/iceei/2011 db/conf/iceei/iceei2011.html#VarathanSKO11 Kasturi Dewi Varathan Tengku M. T. Sembok Rabiah Abdul Kadir Nazlia Omar Building Knowledge Representation for Multiple Documents Using Semantic Skolem Indexing. 225-231 2011 ICSECS (2) https://doi.org/10.1007/978-3-642-22191-0_20 conf/icsecs/2011-2 db/conf/icsecs/icsecs2011-2.html#VarathanSKO11 Shahrul Azman Noah Nor Afni Raziah Alias Nurul Aida Osman Zuraidah Abdullah Nazlia Omar Yazrina Yahya Maryati Mohd Yusof Ontology-Driven Semantic Digital Library. 141-150 2010 AIRS https://doi.org/10.1007/978-3-642-17187-1_13 conf/airs/2010 db/conf/airs/airs2010.html#NoahAOAOYY10 Arwa Hatem Nazlia Omar Syntactic Reordering for Arabic- English Phrase-Based Machine Translation. 198-206 2010 FGIT-DTA/BSBT https://doi.org/10.1007/978-3-642-17622-7_20 conf/fgit/2010dta db/conf/fgit/dta2010.html#HatemO10 Mohammed Albared Nazlia Omar Mohd Juzaiddin Ab Aziz Mohd Zakree Ahmad Nazri Automatic Part of Speech Tagging for Arabic: An Experiment Using Bigram Hidden Markov Model. 361-370 2010 RSKT https://doi.org/10.1007/978-3-642-16248-0_52 conf/rskt/2010 db/conf/rskt/rskt2010.html#AlbaredOAN10 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 Multi-tiered S-SOA, Parameter-Driven New Islamic Syariah Products of Holistic Islamic Banking System (HiCORE): Virtual Banking Environment. 288-301 2009 IVIC https://doi.org/10.1007/978-3-642-05036-7_28 conf/ivic/2009 db/conf/ivic/ivic2009.html#ZamanASINBOOASHZAFCAS09 Nazlia Omar Nur Asma Mohd. Razali Saadiyah Darus Automated Grammar Checking of Tenses for ESL Writing. 475-482 2009 RSKT https://doi.org/10.1007/978-3-642-02962-2_60 conf/rskt/2009 db/conf/rskt/rskt2009.html#OmarRD09 Shahrul Azman Noah Amru Yusrin Amruddin Nazlia Omar Semantic Similarity Measures for Malay Sentences. 117-126 2007 conf/icadl/2007 ICADL https://doi.org/10.1007/978-3-540-77094-7_19 db/conf/icadl/icadl2007.html#NoahAO07 Nazlia Omar Heuristics-based entity-relationship modelling through natural language processing. 2005 Ulster University, UK https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.412132 British Library, EThOS Samia F. Abdhood Azizi Abdullah Chew Abdullah Salwani Abdullah Zuraidah Abdullah Saad Adnan Abed Abdullatif Abolohom Aisha Adel Azlina Ahmad Fatima N. Al-Aswadi Tareq Al-Moslmi Omaia Al-Omari Ahmed Al-Saffar Adel Al-Shabi Mohammed Albared Kamal Ali Alezabi Roiss Alhutaish Nor Afni Raziah Alias Arwa Alqudsi Hamood Alshalabi Amru Yusrin Amruddin Haslina Arshad Mohd Juzaiddin Ab Aziz Azuraliza Abu Bakar Omar Bashaddadh W. O. Choo João Cordeiro Saadiyah Darus Mohammad Darwich Naji Esmaail M. Y. Nor Faezah Fariza Fauzi Abdullah Saeed Ghareb M. T. Hailani Noor Baizura Che Hassan Arwa Hatem Qian He Jingming Hou Sufian Bin Idris Azizah Jaafar Rabiah Abdul Kadir Wandeep Kaur Mohd Nor Akmal Khalid Khalid Khalifa Rund Mahafdah Zainab Mansur Masnizah Mohd Mohd Zamri Murah Mohd Zakree Ahmad Nazri Shahrul Azman Mohd NoahShahrul Azman Noah Khairuddin Omar Nurul Aida Osman Zalinda Othman Zulaiha Ali Othman Sebastião Pais Mohammad Radi Khmael Rahem Hamdan Abdul Rahman Suhaimi Ab Rahman Nur Asma Mohd. Razali Saidah Saad Shahnorbanun Sahran Abdulgabbar Saif Naomie Salim A. Sanep Tengku M. T. Sembok Hafedh Shabat Khalid Shaker Baraa T. Sharef Zeyad T. Sharef B. Sopian Suliana Sulaiman Yusuf Sunusi Sabrina Tiun Kasturi Dewi Varathan Yazrina Yahya Maryati Mohd. YusofMaryati Mohd Yusof M. Z. Zaher Ummi Zakiah Zainodin Lailatul Qadri Zakaria Halimah Badioze Zaman