Hamada Nayel
15 papers · 2020–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (6) π Academic Marathon (5) π Renaissance Researcher (6) π Cross-Pollinator (15)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(14)
π¬
Deep Specialist
(12)
π
Century Club
(12)
Conferences
EACL (4)
ACL (3)
EMNLP (3)
NAACL (2)
SEMEVAL (2)
COLING (1)
Top co-authors
Keywords
text classification
(11)
support vector machine
(5)
multilayer perceptron
(3)
sarcasm detection
(3)
stochastic gradient descent
(3)
ensemble learning
(2)
tf-idf vectorization
(2)
dialect identification
(2)
offensive language detection
(2)
bigram model
(1)
k-nearest neighbor
(1)
data augmentation
(1)
machine learning
(1)
imbalanced classification
(1)
human annotation
(1)
arabic dialect
(1)
random forest
(1)
word embedding
(1)
language identification
(1)
hierarchical classification
(1)
Papers
REGLAT at AbjadMed: Handling Imbalanced Arabic Medical Text Classification via Hierarchical KNN-MLP Architecture
EACL 2026
CommonLID: Re-evaluating State-of-the-Art Language Identification Performance on Web Data
ACL 2026
REGLAT at AbjadGenEval: Multi-Model Ensemble Approach for Arabic AI-Generated Text Detection
EACL 2026
REGLAT at MAHED Shared Task: A Hybrid Ensemble-Based System for Arabic Hate Speech Detection
EMNLP 2025
REGLAT at AraGenEval shared task: Morphology-Aware AraBERT for Detecting Arabic AI-Generated Text
EMNLP 2025
NAYEL@DravidianLangTech-2025: Character N-gram and Machine Learning Coordination for Fake News Detection in Dravidian Languages
NAACL 2025
BFCI at AraFinNLP2024: Support Vector Machines for Arabic Financial Text Classification
ACL 2024
Word Representation Models for Arabic Dialect Identification
EMNLP 2022
BFCAI at SemEval-2022 Task 6: Multi-Layer Perceptron for Sarcasm Detection in Arabic Texts
NAACL 2022
NAYEL @LT-EDI-ACL2022: Homophobia/Transphobia Detection for Equality, Diversity, and Inclusion using SVM
ACL 2022
BFCAI at SemEval-2022 Task 6: Multi-Layer Perceptron for Sarcasm Detection in Arabic Texts
SEMEVAL 2022
Machine Learning-Based Model for Sentiment and Sarcasm Detection
EACL 2021
Machine Learning-Based Approach for Arabic Dialect Identification
EACL 2021
NAYEL at SemEval-2020 Task 12: TF/IDF-Based Approach for Automatic Offensive Language Detection in Arabic Tweets
SEMEVAL 2020
NAYEL at SemEval-2020 Task 12: TF/IDF-Based Approach for Automatic Offensive Language Detection in Arabic Tweets
COLING 2020