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Mohamad Ballout

Observed name: Ballout, Mohamad
OpenAlex ID: A5067691988
Investigating Pre-trained Language Models on Cross-Domain Datasets, a Step Closer to General AI
2023 · Mohamad Ballout, Ulf Krumnack, et al. · Procedia Computer Science · 10
The benefits of synthetic data for action categorization
2020 · Mohamad Ballout, Mohammad Tuqan, et al. · International Joint Conference on Neural Networks (IJCNN) · 6
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Enhancing Small Language Models via ChatGPT and Dataset Augmentation
2024 · Tom Pieper, Mohamad Ballout, et al. · Lecture notes in computer science · 4
Efficient Knowledge Distillation: Empowering Small Language Models with Teacher Model Insights
2024 · Mohamad Ballout, Ulf Krumnack, et al. · Lecture notes in computer science · 4
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iVISPAR — An Interactive Visual-Spatial Reasoning Benchmark for VLMs
2025 · Julius Mayer, Mohamad Ballout, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 3
Transformer Tafsir at QIAS 2025 Shared Task: Hybrid Retrieval-Augmented Generation for Islamic Knowledge Question Answering
2025 · Muhammad Abu Ahmad, Mohamad Ballout, et al. · Arabic Natural Language Processing Workshop (WANLP) · 3
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FOOL ME IF YOU CAN! An Adversarial Dataset to Investigate the Robustness of LMs in Word Sense Disambiguation
2024 · Mohamad Ballout, Anne Dedert, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 3
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Opening the Black Box: Analyzing Attention Weights and Hidden States in Pre-trained Language Models for Non-language Tasks
2023 · Mohamad Ballout, Ulf Krumnack, et al. · Communications in computer and information science · 2
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NeoAraBERT: A Modern Foundation Model for Arabic Embeddings with Diacritics-Aware Tokenization and POS-Targeted Masking
2026 · Association for Computational Linguistics 2026, Abu Obaida, Qusai, et al. · Underline Science Inc.
Alexandria: A Multi-Domain Dialectal Arabic Machine Translation Dataset for Culturally Inclusive and Linguistically Diverse LLMs
2026 · Mekki, Abdellah El, Magdy, Samar M., et al. · arXiv (Cornell University)
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NeoAraBERT: A Modern Foundation Model for Arabic Embeddings with Diacritics-Aware Tokenization and POS-Targeted Masking
2026 · Chadi Abou Chakra, Hadi Khaled Hamoud, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
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Alexandria: A Multi-Domain Dialectal Arabic Machine Translation Dataset for Culturally Inclusive and Linguistically Diverse LLMs
2026 · Abdellah EL Mekki, Samar M. Magdy, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
SAGE at AraGenre 2026: Adapter-Refined Definition Embeddings for Zero-Shot Arabic Genre Classification
2026 · Yasmina Mansour, Mohamad Ballout, et al. · Arabic Natural Language Processing Workshop (WANLP)
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Knowledge Graphs and Distributional Readability of Arabic Documents
2026 · Mohamad Chhaytle, Hadi Hamoud, et al. · Arabic Natural Language Processing Workshop (WANLP)
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Transformer Tafsir at QIAS 2025 Shared Task: Hybrid Retrieval-Augmented Generation for Islamic Knowledge Question Answering
2025 · Ahmad, Muhammad Abu, Ballout, Mohamad, et al. · arXiv (Cornell University)
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Pixels to Principles: Probing Intuitive Physics Understanding in Multimodal Language Models
2025 · Ballout, Mohamad, Jassim, Serwan, et al. · arXiv (Cornell University)
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Can you SPLICE it together? A Human Curated Benchmark for Probing Visual Reasoning in VLMs
2025 · Mohamad Ballout, Okajevo Wilfred, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)
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Enhancing SLM via ChatGPT and Dataset Augmentation
2024 · Pieper, Tom, Ballout, Mohamad, et al. · arXiv (Cornell University)
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Show Me How It's Done: The Role of Explanations in Fine-Tuning Language Models
2024 · Ballout, Mohamad, Krumnack, Ulf, et al. · arXiv (Cornell University)
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Generating Qualitative Descriptions of Diagrams with a Transformer-Based Language Model
2024 · Marco Schorlemmer, Mohamad Ballout, et al. · Lecture notes in computer science
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S-HMDB-38 and S-UCF-25
2024 · Ballout, Mohamad · TIB Data Manager
Works count: 22
Citation count: 35
H-index: 4
I10-index: 1
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