RESEARCHER PROFILE

Nada Ghneim

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N

Arab International University

Natural Language Processing TechniquesSpeech Recognition and SynthesisTopic ModelingSentiment Analysis and Opinion MiningSpeech and dialogue systems

Nada Ghneim works in Natural Language Processing Techniques, Speech Recognition and Synthesis, Topic Modeling, Sentiment Analysis and Opinion Mining, Speech and dialogue systems. Recorded institutional associations include Arab International University, Damascus University.

79Publications
655Citations
12H-index

ORCID

Inclusion identifies researchers whose recorded research contributions may inform their university’s understanding of its research community. It does not rank individual research quality or establish current employment.

Selected research works

Up to 100 highly cited works; DOI links open the original research. Counts reflect the collected record, not real-time citation totals.

  1. Image captioning model using attention and object features to mimic human image understanding

    2022 · 115 citations

  2. Dynamic behavior based churn prediction in mobile telecom

    2020 · 114 citations

  3. The Use of NLP-Based Text Representation Techniques to Support Requirement Engineering Tasks: A Systematic Mapping Review

    2022 · 80 citations

  4. Emotion analysis of Arabic tweets using deep learning approach

    2019 · 68 citations

  5. Emotion Classification in Arabic Poetry using Machine Learning

    2013 · 34 citations

  6. Arabic Offensive Language Detection with Attention-based Deep Neural Networks

    2020 · 31 citations

  7. A Machine Translation Like Approach to Generate Business Process Model from Textual Description

    2023 · 25 citations

  8. Connecting Arabs

    2021 · 17 citations

  9. Arabic Morphological Analysis: a New Approach

    2008 · 17 citations

  10. Towards a Semantic Representation for Functional Software Requirements

    2020 · 16 citations

  11. DamascusTeam at NLP4IF2021: Fighting the Arabic COVID-19 Infodemic on Twitter Using AraBERT

    2021 · 15 citations

  12. Arabic Tweeps Gender and Dialect Prediction.

    2017 · 12 citations

  13. Learning software requirements syntax: An unsupervised approach to recognize templates

    2022 · 11 citations

  14. Arabic Speech Act Recognition Techniques

    2018 · 11 citations

  15. A comprehensive survey on deep learning approaches for image captioning: a systematic review

    2026 · 10 citations

  16. Pre-trained CNNs as Feature-Extraction Modules for Image Captioning

    2022 · 9 citations

  17. Impact of Using Bidirectional Encoder Representations from Transformers (BERT) Models for Arabic Dialogue Acts Identification

    2021 · 9 citations

  18. Emotion Inclusion In An Arabic Text-To-Speech

    2005 · 8 citations

  19. Prosodic Feature Introduction and Emotion Incorporation in an Arabic TTS

    2006 · 7 citations

  20. ARNLI: ARABIC NATURAL LANGUAGE INFERENCE ENTAILMENT AND CONTRADICTION DETECTION

    2023 · 5 citations

  21. DoTheMath at SemEval-2020 Task 12 : Deep Neural Networks with Self Attention for Arabic Offensive Language Detection

    2020 · 5 citations

  22. An Interactive Arabic Dictionary

    2011 · 5 citations

  23. DamascusTeam at CheckThat! 2020: Check Worthiness on Twitter with Hybrid CNN and RNN Models.

    2020 · 4 citations

  24. Emotional audio visual Arabic text to speech

    2006 · 4 citations

  25. A Systematic Mapping Review: Tracking the Relationships Between Software Artifacts using NLP

    2025 · 3 citations

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