Marwan Torki

34 papers · 2013–2026 · 10 conferences · across top CS/AI conferences

Achievements

+12 more ↓

🏃 Academic Marathon (13) 🌍 Conference Polyglot (10) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (4)

🌈 Renaissance Researcher (7) 🌍 Conference Polyglot (10) 🏃 Academic Marathon (13) 🤝 Dynamic Duo (16) 🔬 Deep Specialist (11) 🧬 Topic Evolution 🗃️ Keyword Collector (110) 📈 Trend Setter ⚡ Prolific Year (7) 🚀 Conference Pioneer 🔥 Unstoppable (6) 💎 Century Club (34)

Conferences

ACL (8) EMNLP (6) SEMEVAL (6) COLING (4) WACV (4) IJCAI (2) AACL (1) IJCNLP (1) MICCAI (1) NAACL (1)

Top co-authors

Nagwa El-Makky (16) Noha Adly (3) Somaia Mahmoud (2) Mohamed E. Hussein (2) Aya Lotfy (2) Ahmed Elmassry (2) Motaz El-Saban (2) Shereen Elkordi (2) Tamer Elsayed (2) Mahmoud Yusuf (2)

Keywords

text classification (8) deep learning (7) contrastive learning (7) arabic language (7) transfer learning (6) transformer model (4) dialect identification (4) cosine similarity (2) generative adversarial network (2) word similarity (2) feature extraction (2) document representation (2) semi-supervised learning (2) medical imaging (2) machine reading comprehension (2) data augmentation (2) sarcasm detection (2) named entity recognition (2) ensemble learning (2) offensive language detection (2)

Papers

Zero-LEAD: Source-Free Universal Domain Adaptation for Abdominal Multi-Organ Segmentation WACV 2026 An Efficient Multi-Rater Setup Towards Personalized and Diversified Medical Image Segmentation WACV 2026 Open-domain Arabic Conversational Question Answering with Question Rewriting EMNLP 2025 AlexUNLP-FMT at ClimateCheck Shared Task: Hybrid Retrieval with Adaptive Similarity Graph-based Reranking for Climate-related Social Media Claims Fact Checking ACL 2025 Learning Word Embeddings from Glosses: A Multi-Loss Framework for Arabic Reverse Dictionary Tasks EMNLP 2025 DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining WACV 2025 AlexUNLP-STM at NADI 2024 shared task: Quantifying the Arabic Dialect Spectrum with Contrastive Learning, Weighted Sampling, and BERT-based Regression Ensemble ACL 2024 AlexUNLP-BH at StanceEval2024: Multiple Contrastive Losses Ensemble Strategy with Multi-Task Learning For Stance Detection in Arabic ACL 2024 Automatic Mandibular Semantic Segmentation of Teeth Pulp Cavity and Root Canals, and Inferior Alveolar Nerve on Pulpy3D Dataset MICCAI 2024 DR10K: Transfer Learning Using Weak Labels for Grading Diabetic Retinopathy on DR10K Dataset WACV 2024 AlexuNLP24 at AraFinNLP2024: Multi-Dialect Arabic Intent Detection with Contrastive Learning in Banking Domain ACL 2024 MA at AraFinNLP2024: BERT-based Ensemble for Cross-dialectal Arabic Intent Detection ACL 2024 AlexUNLP-MZ at ArAIEval Shared Task: Contrastive Learning, LLM Features Extraction and Multi-Objective Optimization for Arabic Multi-Modal Meme Propaganda Detection ACL 2024 Alex-U 2023 NLP at WojoodNER shared task: AraBINDER (Bi-encoder for Arabic Named Entity Recognition) EMNLP 2023 AlexU-AIC at WojoodNER shared task: Sequence Labeling vs MRC and SWA for Arabic Named Entity Recognition EMNLP 2023 AlexU-AL at SemEval-2022 Task 6: Detecting Sarcasm in Arabic Text Using Deep Learning Techniques SEMEVAL 2022 Arabic Dialect Identification with a Few Labeled Examples Using Generative Adversarial Networks IJCNLP 2022 Arabic Dialect Identification with a Few Labeled Examples Using Generative Adversarial Networks AACL 2022 AlexU-AL at SemEval-2022 Task 6: Detecting Sarcasm in Arabic Text Using Deep Learning Techniques NAACL 2022 AraDepSu: Detecting Depression and Suicidal Ideation in Arabic Tweets Using Transformers EMNLP 2022 Arabic Dialect Identification Using BERT Fine-Tuning COLING 2020 AlexU-AUX-BERT at SemEval-2020 Task 3: Improving BERT Contextual Similarity Using Multiple Auxiliary Contexts SEMEVAL 2020 AlexU-BackTranslation-TL at SemEval-2020 Task 12: Improving Offensive Language Detection Using Data Augmentation and Transfer Learning SEMEVAL 2020 AlexU-AUX-BERT at SemEval-2020 Task 3: Improving BERT Contextual Similarity Using Multiple Auxiliary Contexts COLING 2020 AlexU-BackTranslation-TL at SemEval-2020 Task 12: Improving Offensive Language Detection Using Data Augmentation and Transfer Learning COLING 2020 Identifying Nuanced Dialect for Arabic Tweets with Deep Learning and Reverse Translation Corpus Extension System COLING 2020 Arabic Dialect Identification with Deep Learning and Hybrid Frequency Based Features ACL 2019 Question Answering Using Hierarchical Attention on Top of BERT Features EMNLP 2019 A Document Descriptor using Covariance of Word Vectors ACL 2018 QU-BIGIR at SemEval 2017 Task 3: Using Similarity Features for Arabic Community Question Answering Forums SEMEVAL 2017 QU-IR at SemEval 2016 Task 3: Learning to Rank on Arabic Community Question Answering Forums with Word Embedding SEMEVAL 2016 Al-Bayan: A Knowledge-based System for Arabic Answer Selection SEMEVAL 2015 Histogram of Oriented Displacements (HOD): Describing Trajectories of Human Joints for Action Recognition IJCAI 2013 Human Action Recognition Using a Temporal Hierarchy of Covariance Descriptors on 3D Joint Locations IJCAI 2013