← Authors

Muhammad Abdul-Mageed

104 papers · 2011–2025 · 9 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (9) 🌈 Renaissance Researcher (9) 🐝 Cross-Pollinator (13) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸƒ Academic Marathon (14) 🏠 Conference Loyalist (37) 🀝 Dynamic Duo (28) πŸ‘₯ Mega-Team (44) πŸ”¬ Deep Specialist (40) 🧬 Topic Evolution πŸ† Keyword Champion (3) ❓ The Questioner (4) πŸ—ƒοΈ Keyword Collector (290) πŸ’Ž Century Club (104) πŸ”₯ Unstoppable (10) πŸ“ˆ Trend Setter ⚑ Prolific Year (6)

Conferences

ACL (37) EMNLP (31) NAACL (12) EACL (7) COLING (5) INTERSPEECH (4) IJCNLP (3) SEMEVAL (3) AACL (2)

Top co-authors

AbdelRahim Elmadany (28) El Moatez Billah Nagoudi (26) Chiyu Zhang (15) Fakhraddin Alwajih (12) Ife Adebara (12) Laks Lakshmanan (11) Abdellah El Mekki (10) Gagan Bhatia (9) Md Tawkat Islam Khondaker (9) Shady Shehata (8)

Research topics

Linguistics (2) Understanding (1) Applications (1) Education (1)

Keywords

large language model (22) arabic language (19) multilingual nlp (14) machine translation (14) text classification (14) arabic dialect (13) multilingual model (13) low-resource language (12) dialect identification (12) transfer learning (9) african language (8) benchmark evaluation (7) zero-shot learning (7) few-shot learning (7) neural machine translation (7) natural language processing (6) dialectal arabic (6) sentiment analysis (5) speech recognition (5) knowledge distillation (5)

Papers

Beyond Content: How Grammatical Gender Shapes Visual Representation in Text-to-Image Models EMNLP 2025
Pearl: A Multimodal Culturally-Aware Arabic Instruction Dataset EMNLP 2025
EduAdapt: A Question Answer Benchmark Dataset for Evaluating Grade-Level Adaptability in LLMs EMNLP 2025
Voice of a Continent: Mapping Africa’s Speech Technology Frontier EMNLP 2025
NileChat: Towards Linguistically Diverse and Culturally Aware LLMs for Local Communities EMNLP 2025
PalmX 2025: The First Shared Task on Benchmarking LLMs on Arabic and Islamic Culture EMNLP 2025
NADI 2025: The First Multidialectal Arabic Speech Processing Shared Task EMNLP 2025
AraHealthQA 2025: The First Shared Task on Arabic Health Question Answering EMNLP 2025
Swan and ArabicMTEB: Dialect-Aware, Arabic-Centric, Cross-Lingual, and Cross-Cultural Embedding Models and Benchmarks NAACL 2025
Effective Self-Mining of In-Context Examples for Unsupervised Machine Translation with LLMs NAACL 2025
JAWAHER: A Multidialectal Dataset of Arabic Proverbs for LLM Benchmarking NAACL 2025
uDistil-Whisper: Label-Free Data Filtering for Knowledge Distillation in Low-Data Regimes NAACL 2025
Where Are We? Evaluating LLM Performance on African Languages ACL 2025
Palm: A Culturally Inclusive and Linguistically Diverse Dataset for Arabic LLMs ACL 2025
Dallah: A Dialect-Aware Multimodal Large Language Model for Arabic ACL 2024
NADI 2024: The Fifth Nuanced Arabic Dialect Identification Shared Task ACL 2024
WojoodNER 2024: The Second Arabic Named Entity Recognition Shared Task ACL 2024
Fumbling in Babel: An Investigation into ChatGPT’s Language Identification Ability NAACL 2024
Distilling Text Style Transfer With Self-Explanation From LLMs NAACL 2024
Interplay of Machine Translation, Diacritics, and Diacritization NAACL 2024
To Distill or Not to Distill? On the Robustness of Robust Knowledge Distillation ACL 2024
Peacock: A Family of Arabic Multimodal Large Language Models and Benchmarks ACL 2024
Cheetah: Natural Language Generation for 517 African Languages ACL 2024
Mixture-of-Supernets: Improving Weight-Sharing Supernet Training with Architecture-Routed Mixture-of-Experts ACL 2024
LLM Performance Predictors are good initializers for Architecture Search ACL 2024
FinTral: A Family of GPT-4 Level Multimodal Financial Large Language Models ACL 2024
Toucan: Many-to-Many Translation for 150 African Language Pairs ACL 2024
Towards Zero-Shot Text-To-Speech for Arabic Dialects ACL 2024
Arabic Automatic Story Generation with Large Language Models ACL 2024
John vs. Ahmed: Debate-Induced Bias in Multilingual LLMs ACL 2024
Gazelle: An Instruction Dataset for Arabic Writing Assistance EMNLP 2024
Casablanca: Data and Models for Multidialectal Arabic Speech Recognition EMNLP 2024
DetoxLLM: A Framework for Detoxification with Explanations EMNLP 2024
LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale Instructions EACL 2024
What Does it Take to Generalize SER Model Across Datasets? A Comprehensive Benchmark INTERSPEECH 2024
Qalam: A Multimodal LLM for Arabic Optical Character and Handwriting Recognition ACL 2024
On the Utility of Pretraining Language Models on Synthetic Data ACL 2024
Benchmarking LLaMA-3 on Arabic Language Generation Tasks ACL 2024
From Nile Sands to Digital Hands: Machine Translation of Coptic Texts ACL 2024
SERENGETI: Massively Multilingual Language Models for Africa ACL 2023
PACT: Pretraining with Adversarial Contrastive Learning for Text Classification AACL 2023
ProMap: Effective Bilingual Lexicon Induction via Language Model Prompting AACL 2023
Contrastive Learning of Sociopragmatic Meaning in Social Media ACL 2023
AutoMoE: Heterogeneous Mixture-of-Experts with Adaptive Computation for Efficient Neural Machine Translation ACL 2023
ORCA: A Challenging Benchmark for Arabic Language Understanding ACL 2023
UBC-DLNLP at SemEval-2023 Task 12: Impact of Transfer Learning on African Sentiment Analysis ACL 2023
Small Character Models Match Large Word Models for Autocomplete Under Memory Constraints ACL 2023
Cross-Platform and Cross-Domain Abusive Language Detection with Supervised Contrastive Learning ACL 2023
Improving Neural Machine Translation of Indigenous Languages with Multilingual Transfer Learning EACL 2023
SIDLR: Slot and Intent Detection Models for Low-Resource Language Varieties EACL 2023
GPTAraEval: A Comprehensive Evaluation of ChatGPT on Arabic NLP EMNLP 2023
The Skipped Beat: A Study of Sociopragmatic Understanding in LLMs for 64 Languages EMNLP 2023
JASMINE: Arabic GPT Models for Few-Shot Learning EMNLP 2023
Dolphin: A Challenging and Diverse Benchmark for Arabic NLG EMNLP 2023
Violet: A Vision-Language Model for Arabic Image Captioning with Gemini Decoder EMNLP 2023
TARJAMAT: Evaluation of Bard and ChatGPT on Machine Translation of Ten Arabic Varieties EMNLP 2023
Beyond English: Evaluating LLMs for Arabic Grammatical Error Correction EMNLP 2023
Octopus: A Multitask Model and Toolkit for Arabic Natural Language Generation EMNLP 2023
Arabic Fine-Grained Entity Recognition EMNLP 2023
VoxArabica: A Robust Dialect-Aware Arabic Speech Recognition System EMNLP 2023
NADI 2023: The Fourth Nuanced Arabic Dialect Identification Shared Task EMNLP 2023
WojoodNER 2023: The First Arabic Named Entity Recognition Shared Task EMNLP 2023
ProMap: Effective Bilingual Lexicon Induction via Language Model Prompting IJCNLP 2023
PACT: Pretraining with Adversarial Contrastive Learning for Text Classification IJCNLP 2023
N-Shot Benchmarking of Whisper on Diverse Arabic Speech Recognition INTERSPEECH 2023
On the Robustness of Arabic Speech Dialect Identification INTERSPEECH 2023
UBC-DLNLP at SemEval-2023 Task 12: Impact of Transfer Learning on African Sentiment Analysis SEMEVAL 2023
Improving Social Meaning Detection with Pragmatic Masking and Surrogate Fine-Tuning ACL 2022
Automatic Detection of Entity-Manipulated Text using Factual Knowledge ACL 2022
Towards Afrocentric NLP for African Languages: Where We Are and Where We Can Go ACL 2022
AfroLID: A Neural Language Identification Tool for African Languages EMNLP 2022
Linguistically-Motivated YorΓΉbΓ‘-English Machine Translation COLING 2022
A Benchmark Study of Contrastive Learning for Arabic Social Meaning EMNLP 2022
AraT5: Text-to-Text Transformers for Arabic Language Generation ACL 2022
NADI 2022: The Third Nuanced Arabic Dialect Identification Shared Task EMNLP 2022
Investigating Code-Mixed Modern Standard Arabic-Egyptian to English Machine Translation NAACL 2021
ARBERT & MARBERT: Deep Bidirectional Transformers for Arabic IJCNLP 2021
Exploring Text-to-Text Transformers for English to Hinglish Machine Translation with Synthetic Code-Mixing NAACL 2021
IndT5: A Text-to-Text Transformer for 10 Indigenous Languages NAACL 2021
DiaLex: A Benchmark for Evaluating Multidialectal Arabic Word Embeddings EACL 2021
Mega-COV: A Billion-Scale Dataset of 100+ Languages for COVID-19 EACL 2021
Improving Similar Language Translation With Transfer Learning EMNLP 2021
Machine Translation of Low-Resource Indo-European Languages EMNLP 2021
Self-Training Pre-Trained Language Models for Zero- and Few-Shot Multi-Dialectal Arabic Sequence Labeling EACL 2021
ARBERT & MARBERT: Deep Bidirectional Transformers for Arabic ACL 2021
AraStance: A Multi-Country and Multi-Domain Dataset of Arabic Stance Detection for Fact Checking NAACL 2021
NADI 2021: The Second Nuanced Arabic Dialect Identification Shared Task EACL 2021
One Model to Pronounce Them All: Multilingual Grapheme-to-Phoneme Conversion With a Transformer Ensemble ACL 2020
Growing Together: Modeling Human Language Learning With n-Best Multi-Checkpoint Machine Translation ACL 2020
NADI 2020: The First Nuanced Arabic Dialect Identification Shared Task COLING 2020
Machine Generation and Detection of Arabic Manipulated and Fake News COLING 2020
Automatic Detection of Machine Generated Text: A Critical Survey COLING 2020
Toward Micro-Dialect Identification in Diaglossic and Code-Switched Environments EMNLP 2020
Neural Machine Translation of Low-Resource and Similar Languages with Backtranslation ACL 2019
No Army, No Navy: BERT Semi-Supervised Learning of Arabic Dialects ACL 2019
UBC-NLP at SemEval-2019 Task 6: Ensemble Learning of Offensive Content With Enhanced Training Data SEMEVAL 2019
UBC-NLP at SemEval-2019 Task 4: Hyperpartisan News Detection With Attention-Based Bi-LSTMs SEMEVAL 2019
SPEAK YOUR MIND! Towards Imagined Speech Recognition with Hierarchical Deep Learning INTERSPEECH 2019
Enabling Deep Learning of Emotion With First-Person Seed Expressions NAACL 2018
UBC-NLP at IEST 2018: Learning Implicit Emotion With an Ensemble of Language Models EMNLP 2018
Deep Models for Arabic Dialect Identification on Benchmarked Data COLING 2018
EmoNet: Fine-Grained Emotion Detection with Gated Recurrent Neural Networks ACL 2017
Does β€˜well-being’ translate on Twitter? EMNLP 2016
Subjectivity and Sentiment Analysis of Modern Standard Arabic ACL 2011