Subjectivity and Sentiment Analysis of Modern Standard Arabic. - Muhammad Abdul-Mageed; Mona T. Diab; Mohammed Korayem (ACL (2), 2011)

Subjectivity and Sentiment Annotation of Modern Standard Arabic Newswire. - Muhammad Abdul-Mageed; Mona T. Diab (Linguistic Annotation Workshop, 2011)

"Yes we can?": Subjectivity Annotation and Tagging for the Health Domain. - Muhammad Abdul-Mageed; Mohammed Korayem; Ahmed YoussefAgha (RANLP, 2011)

Automatic Detection of Arabic Non-Anaphoric Pronouns for Improving Anaphora Resolution. - Muhammad Abdul-Mageed (ACM Trans. Asian Lang. Inf. Process., 2011)

Subjectivity and Sentiment Analysis of Arabic: A Survey. - Mohammed Korayem; David J. Crandall; Muhammad Abdul-Mageed (AMLTA, 2012)

AWATIF: A Multi-Genre Corpus for Modern Standard Arabic Subjectivity and Sentiment Analysis. - Muhammad Abdul-Mageed; Mona T. Diab (LREC, 2012)

SAMAR: A System for Subjectivity and Sentiment Analysis of Arabic Social Media. - Muhammad Abdul-Mageed; Sandra Kübler; Mona T. Diab (WASSA@ACL, 2012)

ASMA: A System for Automatic Segmentation and Morpho-Syntactic Disambiguation of Modern Standard Arabic. - Muhammad Abdul-Mageed; Mona T. Diab; Sandra Kübler (RANLP, 2013)

SANA: A Large Scale Multi-Genre, Multi-Dialect Lexicon for Arabic Subjectivity and Sentiment Analysis. - Muhammad Abdul-Mageed; Mona T. Diab (LREC, 2014)

SAMAR: Subjectivity and sentiment analysis for Arabic social media. - Muhammad Abdul-Mageed; Mona T. Diab; Sandra Kübler (Comput. Speech Lang., 2014)

Does 'well-being' translate on Twitter? - Laura Smith; Salvatore Giorgi; Rishi Solanki; Johannes C. Eichstaedt; H. Andrew Schwartz; Muhammad Abdul-Mageed; Anneke Buffone; Lyle H. Ungar (EMNLP, 2016)

EmoNet: Fine-Grained Emotion Detection with Gated Recurrent Neural Networks. - Muhammad Abdul-Mageed; Lyle H. Ungar (ACL (1), 2017)

Recognizing Pathogenic Empathy in Social Media. - Muhammad Abdul-Mageed; Anneke Buffone; Hao Peng; Johannes C. Eichstaedt; Lyle H. Ungar (ICWSM, 2017)

Not All Segments are Created Equal: Syntactically Motivated Sentiment Analysis in Lexical Space. - Muhammad Abdul-Mageed (WANLP@EACL, 2017)

Enabling Deep Learning of Emotion With First-Person Seed Expressions. - Hassan Alhuzali; Muhammad Abdul-Mageed; Lyle H. Ungar (PEOPLES@NAACL-HTL, 2018)

You Tweet What You Speak: A City-Level Dataset of Arabic Dialects. - Muhammad Abdul-Mageed; Hassan Alhuzali; Mohamed Elaraby (LREC, 2018)

Deep Models for Arabic Dialect Identification on Benchmarked Data. - Mohamed Elaraby; Muhammad Abdul-Mageed (VarDial@COLING 2018, 2018)

UBC-NLP at IEST 2018: Learning Implicit Emotion With an Ensemble of Language Models. - Hassan Alhuzali; Mohamed Elaraby; Muhammad Abdul-Mageed (WASSA@EMNLP, 2018)

Happy Together: Learning and Understanding Appraisal From Natural Language. - Arun Rajendran; Chiyu Zhang; Muhammad Abdul-Mageed (AffCon@AAAI, 2019)

Emoji Use in Twitter White Nationalism Communication. - Loni Hagen; Mary Falling; Oleksandr Lisnichenko; AbdelRahim A. Elmadany; Pankti Mehta; Muhammad Abdul-Mageed; Justin Costakis; Thomas E. Keller (CSCW Companion, 2019)

BERT-Based Arabic Social Media Author Profiling. - Chiyu Zhang; Muhammad Abdul-Mageed (FIRE (Working Notes), 2019)

Multi-Task Bidirectional Transformer Representations for Irony Detection. - Chiyu Zhang; Muhammad Abdul-Mageed (FIRE (Working Notes), 2019)

Deep Learning the EEG Manifold for Phonological Categorization from Active Thoughts. - Pramit Saha; Sidney S. Fels; Muhammad Abdul-Mageed (ICASSP, 2019)

SPEAK YOUR MIND! Towards Imagined Speech Recognition with Hierarchical Deep Learning. - Pramit Saha; Muhammad Abdul-Mageed; Sidney S. Fels (INTERSPEECH, 2019)

UBC-NLP at SemEval-2019 Task 6: Ensemble Learning of Offensive Content With Enhanced Training Data. - Arun Rajendran; Chiyu Zhang; Muhammad Abdul-Mageed (SemEval@NAACL-HLT, 2019)

UBC-NLP at SemEval-2019 Task 4: Hyperpartisan News Detection With Attention-Based Bi-LSTMs. - Chiyu Zhang; Arun Rajendran; Muhammad Abdul-Mageed (SemEval@NAACL-HLT, 2019)

No Army, No Navy: BERT Semi-Supervised Learning of Arabic Dialects. - Chiyu Zhang; Muhammad Abdul-Mageed (WANLP@ACL 2019, 2019)

Neural Machine Translation of Low-Resource and Similar Languages with Backtranslation. - Michael Przystupa; Muhammad Abdul-Mageed (WMT (3), 2019)

DiaNet: BERT and Hierarchical Attention Multi-Task Learning of Fine-Grained Dialect. - Muhammad Abdul-Mageed; Chiyu Zhang; AbdelRahim A. Elmadany; Arun Rajendran; Lyle H. Ungar (CoRR, 2019)

Sentence-Level BERT and Multi-Task Learning of Age and Gender in Social Media. - Muhammad Abdul-Mageed; Chiyu Zhang; Arun Rajendran; AbdelRahim A. Elmadany; Michael Przystupa; Lyle H. Ungar (CoRR, 2019)

AraNet: A Deep Learning Toolkit for Arabic Social Media. - Muhammad Abdul-Mageed; Chiyu Zhang; Azadeh Hashemi; El Moatez Billah Nagoudi (CoRR, 2019)

Modeling Arabic subjectivity and sentiment in lexical space. - Muhammad Abdul-Mageed (Inf. Process. Manag., 2019)

Growing Together: Modeling Human Language Learning With n-Best Multi-Checkpoint Machine Translation. - El Moatez Billah Nagoudi; Muhammad Abdul-Mageed; Hasan Cavusoglu (NGT@ACL, 2020)

Automatic Detection of Machine Generated Text: A Critical Survey. - Ganesh Jawahar; Muhammad Abdul-Mageed; Laks V. S. Lakshmanan (COLING, 2020)

Toward Micro-Dialect Identification in Diaglossic and Code-Switched Environments. - Muhammad Abdul-Mageed; Chiyu Zhang; AbdelRahim A. Elmadany; Lyle H. Ungar (EMNLP (1), 2020)

One Model to Pronounce Them All: Multilingual Grapheme-to-Phoneme Conversion With a Transformer Ensemble. - Kaili Vesik; Muhammad Abdul-Mageed; Miikka Silfverberg (SIGMORPHON, 2020)

NADI 2020: The First Nuanced Arabic Dialect Identification Shared Task. - Muhammad Abdul-Mageed; Chiyu Zhang; Houda Bouamor; Nizar Habash (WANLP@COLING, 2020)

Machine Generation and Detection of Arabic Manipulated and Fake News. - El Moatez Billah Nagoudi; AbdelRahim A. Elmadany; Muhammad Abdul-Mageed; Tariq Alhindi; Hasan Cavusoglu (WANLP@COLING, 2020)

Translating Similar Languages: Role of Mutual Intelligibility in Multilingual Transformers. - Ife Adebara; El Moatez Billah Nagoudi; Muhammad Abdul-Mageed (WMT@EMNLP, 2020)

Mega-COV: A Billion-Scale Dataset of 65 Languages For COVID-19. - Muhammad Abdul-Mageed; AbdelRahim A. Elmadany; Dinesh Pabbi; Kunal Verma; Rannie Lin (CoRR, 2020)

Understanding and Detecting Dangerous Speech in Social Media. - Ali Alshehri; El Moatez Billah Nagoudi; Muhammad Abdul-Mageed (CoRR, 2020)

Leveraging Affective Bidirectional Transformers for Offensive Language Detection. - AbdelRahim A. Elmadany; Chiyu Zhang; Muhammad Abdul-Mageed; Azadeh Hashemi (CoRR, 2020)

Exploring Text-to-Text Transformers for English to Hinglish Machine Translation with Synthetic Code-Mixing. - Ganesh Jawahar; El Moatez Billah Nagoudi; Muhammad Abdul-Mageed; Laks V. S. Lakshmanan (CALCS@NAACL, 2021)

Investigating Code-Mixed Modern Standard Arabic-Egyptian to English Machine Translation. - El Moatez Billah Nagoudi; AbdelRahim A. Elmadany; Muhammad Abdul-Mageed (CALCS@NAACL, 2021)

ARBERT & MARBERT: Deep Bidirectional Transformers for Arabic. - Muhammad Abdul-Mageed; AbdelRahim A. Elmadany; El Moatez Billah Nagoudi (ACL/IJCNLP (1), 2021)

Mega-COV: A Billion-Scale Dataset of 100+ Languages for COVID-19. - Muhammad Abdul-Mageed; AbdelRahim A. Elmadany; El Moatez Billah Nagoudi; Dinesh Pabbi; Kunal Verma; Rannie Lin (EACL, 2021)

Self-Training Pre-Trained Language Models for Zero- and Few-Shot Multi-Dialectal Arabic Sequence Labeling. - Muhammad Khalifa; Muhammad Abdul-Mageed; Khaled Shaalan (EACL, 2021)

Speech Technology for Everyone: Automatic Speech Recognition for Non-Native English. - Toshiko Shibano; Xinyi Zhang; Mia Taige Li; Haejin Cho; Peter Sullivan; Muhammad Abdul-Mageed (ICNLSP, 2021)

Findings of the Second AmericasNLP Competition on Speech-to-Text Translation. - Abteen Ebrahimi; Manuel Mager; Adam Wiemerslage; Pavel Denisov; Arturo Oncevay; Danni Liu; Sai Koneru; Enes Yavuz Ugan; Zhaolin Li; Jan Niehues; Monica Romero; Iván G. Torre; et al. (NeurIPS (Competition and Demos), 2021)

DiaLex: A Benchmark for Evaluating Multidialectal Arabic Word Embeddings. - Muhammad Abdul-Mageed; Shady Elbassuoni; Jad Doughman; AbdelRahim A. Elmadany; El Moatez Billah Nagoudi; Yorgo Zoughby; Ahmad Shaher; Iskander Gaba; Ahmed Helal; Mohammed Elrazzaz (WANLP, 2021)

NADI 2021: The Second Nuanced Arabic Dialect Identification Shared Task. - Muhammad Abdul-Mageed; Chiyu Zhang; AbdelRahim A. Elmadany; Houda Bouamor; Nizar Habash (WANLP, 2021)

Improving Similar Language Translation With Transfer Learning. - Ife Adebara; Muhammad Abdul-Mageed (WMT@EMNLP, 2021)

Machine Translation of Low-Resource Indo-European Languages. - Wei-Rui Chen; Muhammad Abdul-Mageed (WMT@EMNLP, 2021)

Translating the Unseen? Yorùbá → English MT in Low-Resource, Morphologically-Unmarked Settings. - Ife Adebara; Muhammad Abdul-Mageed; Miikka Silfverberg (AfricaNLP, 2021)

IndT5: A Text-to-Text Transformer for 10 Indigenous Languages. - El Moatez Billah Nagoudi; Wei-Rui Chen; Muhammad Abdul-Mageed; Hasan Cavusoglu (CoRR, 2021)

AraStance: A Multi-Country and Multi-Domain Dataset of Arabic Stance Detection for Fact Checking. - Tariq Alhindi; Amal Alabdulkarim; Ali Alshehri; Muhammad Abdul-Mageed; Preslav Nakov (CoRR, 2021)

Improving Social Meaning Detection with Pragmatic Masking and Surrogate Fine-Tuning. - Chiyu Zhang; Muhammad Abdul-Mageed; AbdelRahim A. Elmadany; El Moatez Billah Nagoudi (CoRR, 2021)

AraT5: Text-to-Text Transformers for Arabic Language Understanding and Generation. - El Moatez Billah Nagoudi; AbdelRahim A. Elmadany; Muhammad Abdul-Mageed (CoRR, 2021)

Speech Technology for Everyone: Automatic Speech Recognition for Non-Native English with Transfer Learning. - Toshiko Shibano; Xinyi Zhang; Mia Taige Li; Haejin Cho; Peter Sullivan; Muhammad Abdul-Mageed (CoRR, 2021)

Towards Afrocentric NLP for African Languages: Where We Are and Where We Can Go. - Ife Adebara; Muhammad Abdul-Mageed (ACL (1), 2022)

Automatic Detection of Entity-Manipulated Text using Factual Knowledge. - Ganesh Jawahar; Muhammad Abdul-Mageed; Laks V. S. Lakshmanan (ACL (2), 2022)

AraT5: Text-to-Text Transformers for Arabic Language Generation. - El Moatez Billah Nagoudi; AbdelRahim A. Elmadany; Muhammad Abdul-Mageed (ACL (1), 2022)

Linguistically-Motivated Yorùbá-English Machine Translation. - Ife Adebara; Muhammad Abdul-Mageed; Miikka Silfverberg (COLING, 2022)

Trusted Data Forever: Is AI the Answer? - Emanuele Frontoni; Marina Paolanti; Tracey P. Lauriault; Michael Stiber; Luciana Duranti; Muhammad Abdul-Mageed (EDBT/ICDT Workshops, 2022)

AfroLID: A Neural Language Identification Tool for African Languages. - Ife Adebara; AbdelRahim A. Elmadany; Muhammad Abdul-Mageed; Alcides Alcoba Inciarte (EMNLP, 2022)

Decay No More: A Persistent Twitter Dataset for Learning Social Meaning. - Chiyu Zhang; Muhammad Abdul-Mageed; El Moatez Billah Nagoudi (ICWSM Workshops, 2022)

NADI 2022: The Third Nuanced Arabic Dialect Identification Shared Task. - Muhammad Abdul-Mageed; Chiyu Zhang; AbdelRahim A. Elmadany; Houda Bouamor; Nizar Habash (WANLP@EMNLP, 2022)

A Benchmark Study of Contrastive Learning for Arabic Social Meaning. - Md Tawkat Islam Khondaker; El Moatez Billah Nagoudi; AbdelRahim A. Elmadany; Muhammad Abdul-Mageed; Laks V. S. Lakshmanan (WANLP@EMNLP, 2022)

Improving Social Meaning Detection with Pragmatic Masking and Surrogate Fine-Tuning. - Chiyu Zhang; Muhammad Abdul-Mageed (WASSA@ACL, 2022)

Improving Automatic Speech Recognition for Non-Native English with Transfer Learning and Language Model Decoding. - Peter Sullivan; Toshiko Shibano; Muhammad Abdul-Mageed (CoRR, 2022)

InfoDCL: A Distantly Supervised Contrastive Learning Framework for Social Meaning. - Chiyu Zhang; Muhammad Abdul-Mageed; Ganesh Jawahar (CoRR, 2022)

Improving Neural Machine Translation of Indigenous Languages with Multilingual Transfer Learning. - Wei-Rui Chen; Muhammad Abdul-Mageed (CoRR, 2022)

TURJUMAN: A Public Toolkit for Neural Arabic Machine Translation. - El Moatez Billah Nagoudi; AbdelRahim A. Elmadany; Muhammad Abdul-Mageed (CoRR, 2022)

AutoMoE: Neural Architecture Search for Efficient Sparsely Activated Transformers. - Ganesh Jawahar; Subhabrata Mukherjee; Xiaodong Liu 003; Young Jin Kim 001; Muhammad Abdul-Mageed; Laks V. S. Lakshmanan; Ahmed Hassan Awadallah; Sébastien Bubeck; Jianfeng Gao 001 (CoRR, 2022)

Cross-Platform and Cross-Domain Abusive Language Detection with Supervised Contrastive Learning. - Md Tawkat Islam Khondaker; Muhammad Abdul-Mageed; Laks V. S. Lakshmanan (CoRR, 2022)

SERENGETI: Massively Multilingual Language Models for Africa. - Ife Adebara; AbdelRahim A. Elmadany; Muhammad Abdul-Mageed; Alcides Alcoba Inciarte (ACL (Findings), 2023)

ORCA: A Challenging Benchmark for Arabic Language Understanding. - AbdelRahim A. Elmadany; El Moatez Billah Nagoudi; Muhammad Abdul-Mageed (ACL (Findings), 2023)

AutoMoE: Heterogeneous Mixture-of-Experts with Adaptive Computation for Efficient Neural Machine Translation. - Ganesh Jawahar; Subhabrata Mukherjee; Xiaodong Liu 003; Young Jin Kim 001; Muhammad Abdul-Mageed; Laks V. S. Lakshmanan; Ahmed Hassan Awadallah; Sébastien Bubeck; Jianfeng Gao 001 (ACL (Findings), 2023)

Contrastive Learning of Sociopragmatic Meaning in Social Media. - Chiyu Zhang; Muhammad Abdul-Mageed; Ganesh Jawahar (ACL (Findings), 2023)

Improving African Language Identification with Multi-task Learning. - Ife Adebara; AbdelRahim A. Elmadany; Muhammad Abdul-Mageed (AfricaNLP, 2023)

GPTAraEval: A Comprehensive Evaluation of ChatGPT on Arabic NLP. - Md Tawkat Islam Khondaker; Abdul Waheed; El Moatez Billah Nagoudi; Muhammad Abdul-Mageed (EMNLP, 2023)

JASMINE: Arabic GPT Models for Few-Shot Learning. - El Moatez Billah Nagoudi; Muhammad Abdul-Mageed; AbdelRahim A. Elmadany; Alcides Alcoba Inciarte; Md Tawkat Islam Khondaker (EMNLP, 2023)

Dolphin: A Challenging and Diverse Benchmark for Arabic NLG. - El Moatez Billah Nagoudi; AbdelRahim A. Elmadany; Ahmed Oumar El-Shangiti; Muhammad Abdul-Mageed (EMNLP (Findings), 2023)

The Skipped Beat: A Study of Sociopragmatic Understanding in LLMs for 64 Languages. - Chiyu Zhang; Khai Duy Doan; Qisheng Liao; Muhammad Abdul-Mageed (EMNLP, 2023)

PACT: Pretraining with Adversarial Contrastive Learning for Text Classification. - Md Tawkat Islam Khondaker; Muhammad Abdul-Mageed; Laks V. S. Lakshmanan (IJCNLP (1), 2023)

ProMap: Effective Bilingual Lexicon Induction via Language Model Prompting. - Abdellah El Mekki; Muhammad Abdul-Mageed; El Moatez Billah Nagoudi; Ismail Berrada; Ahmed Khoumsi (IJCNLP (1), 2023)

On the Robustness of Arabic Speech Dialect Identification. - Peter Sullivan; AbdelRahim A. Elmadany; Muhammad Abdul-Mageed (INTERSPEECH, 2023)

N-Shot Benchmarking of Whisper on Diverse Arabic Speech Recognition. - Bashar Talafha; Abdul Waheed; Muhammad Abdul-Mageed (INTERSPEECH, 2023)

UBC-DLNLP at SemEval-2023 Task 12: Impact of Transfer Learning on African Sentiment Analysis. - Gagan Bhatia; Ife Adebara; AbdelRahim A. Elmadany; Muhammad Abdul-Mageed (SemEval@ACL, 2023)

Small Character Models Match Large Word Models for Autocomplete Under Memory Constraints. - Ganesh Jawahar; Subhabrata Mukherjee; Debadeepta Dey; Muhammad Abdul-Mageed; Laks V. S. Lakshmanan; Caio C. T. Mendes; Gustavo Henrique de Rosa; Shital Shah (SustaiNLP, 2023)

SIDLR: Slot and Intent Detection Models for Low-Resource Language Varieties. - Sang Yun Kwon; Gagan Bhatia; El Moatez Billah Nagoudi; Alcides Alcoba Inciarte; Muhammad Abdul-Mageed (VarDial@EACL, 2023)

NADI 2023: The Fourth Nuanced Arabic Dialect Identification Shared Task. - Muhammad Abdul-Mageed; AbdelRahim A. Elmadany; Chiyu Zhang; El Moatez Billah Nagoudi; Houda Bouamor; Nizar Habash (ArabicNLP, 2023)

Octopus: A Multitask Model and Toolkit for Arabic Natural Language Generation. - AbdelRahim A. Elmadany; El Moatez Billah Nagoudi; Muhammad Abdul-Mageed (ArabicNLP, 2023)

WojoodNER 2023: The First Arabic Named Entity Recognition Shared Task. - Mustafa Jarrar; Muhammad Abdul-Mageed; Mohammed Khalilia; Bashar Talafha; AbdelRahim A. Elmadany; Nagham Hamad; Alaa Omar (ArabicNLP, 2023)

TARJAMAT: Evaluation of Bard and ChatGPT on Machine Translation of Ten Arabic Varieties. - Karima Kadaoui; Samar Mohamed Magdy; Abdul Waheed; Md Tawkat Islam Khondaker; Ahmed Oumar El-Shangiti; El Moatez Billah Nagoudi; Muhammad Abdul-Mageed (ArabicNLP, 2023)

Beyond English: Evaluating LLMs for Arabic Grammatical Error Correction. - Sang Yun Kwon; Gagan Bhatia; El Moatez Billah Nagoudi; Muhammad Abdul-Mageed (ArabicNLP, 2023)

Arabic Fine-Grained Entity Recognition. - Haneen Liqreina; Mustafa Jarrar; Mohammed Khalilia; Ahmed Oumar El-Shangiti; Muhammad Abdul-Mageed (ArabicNLP, 2023)

Violet: A Vision-Language Model for Arabic Image Captioning with Gemini Decoder. - Abdelrahman Mohamed; Fakhraddin Alwajih; El Moatez Billah Nagoudi; Alcides Alcoba Inciarte; Muhammad Abdul-Mageed (ArabicNLP, 2023)

VoxArabica: A Robust Dialect-Aware Arabic Speech Recognition System. - Abdul Waheed; Bashar Talafha; Peter Sullivan; AbdelRahim A. Elmadany; Muhammad Abdul-Mageed (ArabicNLP, 2023)

Zero-Shot Slot and Intent Detection in Low-Resource Languages. - Sang Yun Kwon; Gagan Bhatia; El Moatez Billah Nagoudi; Alcides Alcoba Inciarte; Muhammad Abdul-Mageed (CoRR, 2023)

ChatGPT for Arabic Grammatical Error Correction. - Sang Yun Kwon; Gagan Bhatia; El Moatez Billah Nagoudi; Muhammad Abdul-Mageed (CoRR, 2023)

CalliPaint: Chinese Calligraphy Inpainting with Diffusion Model. - Qisheng Liao; Zhinuo Wang; Muhammad Abdul-Mageed; Gus Xia (CoRR, 2023)

Cheetah: Natural Language Generation for 517 African Languages. - Ife Adebara; AbdelRahim A. Elmadany; Muhammad Abdul-Mageed (ACL (1), 2024)

Peacock: A Family of Arabic Multimodal Large Language Models and Benchmarks. - Fakhraddin Alwajih; El Moatez Billah Nagoudi; Gagan Bhatia; Abdelrahman Mohamed; Muhammad Abdul-Mageed (ACL (1), 2024)

FinTral: A Family of GPT-4 Level Multimodal Financial Large Language Models. - Gagan Bhatia; El Moatez Billah Nagoudi; Hasan Cavusoglu; Muhammad Abdul-Mageed (ACL (Findings), 2024)

Toucan: Many-to-Many Translation for 150 African Language Pairs. - AbdelRahim A. Elmadany; Ife Adebara; Muhammad Abdul-Mageed (ACL (Findings), 2024)

LLM Performance Predictors are good initializers for Architecture Search. - Ganesh Jawahar; Muhammad Abdul-Mageed; Laks V. S. Lakshmanan; Dujian Ding (ACL (Findings), 2024)

Mixture-of-Supernets: Improving Weight-Sharing Supernet Training with Architecture-Routed Mixture-of-Experts. - Ganesh Jawahar; Haichuan Yang; Yunyang Xiong; Zechun Liu; Dilin Wang; Fei Sun; Meng Li 004; Aasish Pappu; Barlas Oguz; Muhammad Abdul-Mageed; Laks V. S. Lakshmanan; Raghuraman Krishnamoorthi; et al. (ACL (Findings), 2024)

To Distill or Not to Distill? On the Robustness of Robust Knowledge Distillation. - Abdul Waheed; Karima Kadaoui; Muhammad Abdul-Mageed (ACL (1), 2024)

LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale Instructions. - Minghao Wu; Abdul Waheed; Chiyu Zhang; Muhammad Abdul-Mageed; Alham Fikri Aji (EACL (1), 2024)

DetoxLLM: A Framework for Detoxification with Explanations. - Md Tawkat Islam Khondaker; Muhammad Abdul-Mageed; Laks V. S. Lakshmanan (EMNLP, 2024)

Gazelle: An Instruction Dataset for Arabic Writing Assistance. - Samar Mohamed Magdy; Fakhraddin Alwajih; Sang Yun Kwon; Reem Abdel-Salam; Muhammad Abdul-Mageed (EMNLP (Findings), 2024)

Casablanca: Data and Models for Multidialectal Arabic Speech Recognition. - Bashar Talafha; Karima Kadaoui; Samar Mohamed Magdy; Mariem Habiboullah; Chafei Mohamed Chafei; Ahmed Oumar El-Shangiti; Hiba Zayed; Mohamedou Cheikh Tourad; Rahaf Alhamouri; Rwaa Assi; Aisha Alraeesi; Hour Mohamed; et al. (EMNLP, 2024)

What Does it Take to Generalize SER Model Across Datasets? A Comprehensive Benchmark. - Adham Ibrahim; Shady Shehata; Ajinkya Kulkarni; Mukhtar Mohamed; Muhammad Abdul-Mageed (INTERSPEECH, 2024)

Interplay of Machine Translation, Diacritics, and Diacritization. - Wei-Rui Chen; Ife Adebara; Muhammad Abdul-Mageed (NAACL-HLT, 2024)

Fumbling in Babel: An Investigation into ChatGPT's Language Identification Ability. - Wei-Rui Chen; Ife Adebara; Khai Duy Doan; Qisheng Liao; Muhammad Abdul-Mageed (NAACL-HLT (Findings), 2024)

Distilling Text Style Transfer With Self-Explanation From LLMs. - Chiyu Zhang; Honglong Cai; Yuezhang Li; Yuexin Wu; Le Hou; Muhammad Abdul-Mageed (NAACL (Student Research Workshop), 2024)

EmbSum: Leveraging the Summarization Capabilities of Large Language Models for Content-Based Recommendations. - Chiyu Zhang; Yifei Sun; Minghao Wu; Jun Chen; Jie Lei; Muhammad Abdul-Mageed; Rong Jin 001; Angli Liu; Ji Zhu; Sem Park; Ning Yao; Bo Long (RecSys, 2024)

NADI 2024: The Fifth Nuanced Arabic Dialect Identification Shared Task. - Muhammad Abdul-Mageed; Amr Keleg; AbdelRahim A. Elmadany; Chiyu Zhang; Injy Hamed; Walid Magdy; Houda Bouamor; Nizar Habash (ArabicNLP, 2024)

Dallah: A Dialect-Aware Multimodal Large Language Model for Arabic. - Fakhraddin Alwajih; Gagan Bhatia; Muhammad Abdul-Mageed (ArabicNLP, 2024)

Qalam: A Multimodal LLM for Arabic Optical Character and Handwriting Recognition. - Gagan Bhatia; El Moatez Billah Nagoudi; Fakhraddin Alwajih; Muhammad Abdul-Mageed (ArabicNLP, 2024)

John vs. Ahmed: Debate-Induced Bias in Multilingual LLMs. - Anastasiia Demidova; Hanin Atwany; Nour Rabih; Sanad Sha'ban; Muhammad Abdul-Mageed (ArabicNLP, 2024)

Towards Zero-Shot Text-To-Speech for Arabic Dialects. - Khai Duy Doan; Abdul Waheed; Muhammad Abdul-Mageed (ArabicNLP, 2024)

Arabic Automatic Story Generation with Large Language Models. - Ahmed Oumar El-Shangiti; Fakhraddin Alwajih; Muhammad Abdul-Mageed (ArabicNLP, 2024)

On the Utility of Pretraining Language Models on Synthetic Data. - Alcides Alcoba Inciarte; Sang Yun Kwon; El Moatez Billah Nagoudi; Muhammad Abdul-Mageed (ArabicNLP, 2024)

WojoodNER 2024: The Second Arabic Named Entity Recognition Shared Task. - Mustafa Jarrar; Nagham Hamad; Mohammed Khalilia; Bashar Talafha; AbdelRahim A. Elmadany; Muhammad Abdul-Mageed (ArabicNLP, 2024)

Benchmarking LLaMA-3 on Arabic Language Generation Tasks. - Md Tawkat Islam Khondaker; Numaan Naeem; Fatimah Khan; AbdelRahim A. Elmadany; Muhammad Abdul-Mageed (ArabicNLP, 2024)

From Nile Sands to Digital Hands: Machine Translation of Coptic Texts. - Muhammed Saeed; Asim Mohamed; Mukhtar Mohamed; Shady Shehata; Muhammad Abdul-Mageed (ArabicNLP, 2024)

SPAR: Personalized Content-Based Recommendation via Long Engagement Attention. - Chiyu Zhang; Yifei Sun; Jun Chen; Jie Lei; Muhammad Abdul-Mageed; Sinong Wang; Rong Jin 001; Sem Park; Ning Yao; Bo Long (CoRR, 2024)

GreenLLaMA: A Framework for Detoxification with Explanations. - Md Tawkat Islam Khondaker; Muhammad Abdul-Mageed; Laks V. S. Lakshmanan (CoRR, 2024)

uDistil-Whisper: Label-Free Data Filtering for Knowledge Distillation via Large-Scale Pseudo Labelling. - Abdul Waheed; Karima Kadaoui; Muhammad Abdul-Mageed (CoRR, 2024)

Autoregressive + Chain of Thought = Recurrent: Recurrence's Role in Language Models' Computability and a Revisit of Recurrent Transformer. - Xiang Zhang; Muhammad Abdul-Mageed; Laks V. S. Lakshmanan (CoRR, 2024)

Casablanca: Data and Models for Multidialectal Arabic Speech Recognition. - Bashar Talafha; Karima Kadaoui; Samar Mohamed Magdy; Mariem Habiboullah; Chafei Mohamed Chafei; Ahmed Oumar El-Shangiti; Hiba Zayed; Mohamedou Cheikh Tourad; Rahaf Alhamouri; Rwaa Assi; Aisha Alraeesi; Hour Mohamed; et al. (CoRR, 2024)

Desert Camels and Oil Sheikhs: Arab-Centric Red Teaming of Frontier LLMs. - Muhammed Saeed; Elgizouli Mohamed; Mukhtar Mohamed; Shaina Raza; Shady Shehata; Muhammad Abdul-Mageed (CoRR, 2024)

Cross-Modal Consistency in Multimodal Large Language Models. - Xiang Zhang; Senyu Li; Ning Shi; Bradley Hauer; Zijun Wu; Grzegorz Kondrak; Muhammad Abdul-Mageed; Laks V. S. Lakshmanan (CoRR, 2024)

Where Are We? Evaluating LLM Performance on African Languages. - Ife Adebara; Hawau Olamide Toyin; Nahom Tesfu Ghebremichael; AbdelRahim A. Elmadany; Muhammad Abdul-Mageed (ACL (1), 2025)

Palm: A Culturally Inclusive and Linguistically Diverse Dataset for Arabic LLMs. - Fakhraddin Alwajih; Abdellah El Mekki; Samar Mohamed Magdy; AbdelRahim A. Elmadany; Omer Nacar; El Moatez Billah Nagoudi; Reem Abdel-Salam; Hanin Atwany; Youssef Nafea; Abdulfattah Mohammed Yahya; Rahaf Alhamouri; Hamzah A. Alsayadi; et al. (ACL (1), 2025)

Swan and ArabicMTEB: Dialect-Aware, Arabic-Centric, Cross-Lingual, and Cross-Cultural Embedding Models and Benchmarks. - Gagan Bhatia; El Moatez Billah Nagoudi; Abdellah El Mekki; Fakhraddin Alwajih; Muhammad Abdul-Mageed (NAACL (Findings), 2025)

JAWAHER: A Multidialectal Dataset of Arabic Proverbs for LLM Benchmarking. - Samar Mohamed Magdy; Sang Yun Kwon; Fakhraddin Alwajih; Safaa Taher Abdelfadil; Shady Shehata; Muhammad Abdul-Mageed (NAACL (Long Papers), 2025)

Effective Self-Mining of In-Context Examples for Unsupervised Machine Translation with LLMs. - Abdellah El Mekki; Muhammad Abdul-Mageed (NAACL (Findings), 2025)

uDistil-Whisper: Label-Free Data Filtering for Knowledge Distillation in Low-Data Regimes. - Abdul Waheed; Karima Kadaoui; Bhiksha Raj; Muhammad Abdul-Mageed (NAACL (Long Papers), 2025)

Jawaher: A Multidialectal Dataset of Arabic Proverbs for LLM Benchmarking. - Samar Mohamed Magdy; Sang Yun Kwon; Fakhraddin Alwajih; Safaa Abdelfadil; Shady Shehata; Muhammad Abdul-Mageed (CoRR, 2025)

NileChat: Towards Linguistically Diverse and Culturally Aware LLMs for Local Communities. - Abdellah El Mekki; Houdaifa Atou; Omer Nacar; Shady Shehata; Muhammad Abdul-Mageed (CoRR, 2025)

Voice of a Continent: Mapping Africa's Speech Technology Frontier. - AbdelRahim A. Elmadany; Sang Yun Kwon; Hawau Olamide Toyin; Alcides Alcoba Inciarte; Hanan Aldarmaki; Muhammad Abdul-Mageed (CoRR, 2025)

Pearl: A Multimodal Culturally-Aware Arabic Instruction Dataset. - Fakhraddin Alwajih; Samar Mohamed Magdy; Abdellah El Mekki; Omer Nacar; Youssef Nafea; Safaa Taher Abdelfadil; Abdulfattah Mohammed Yahya; Hamzah Luqman; Nada AlMarwani; Samah Aloufi; Baraah Qawasmeh; Houdaifa Atou; et al. (CoRR, 2025)

DefenderBench: A Toolkit for Evaluating Language Agents in Cybersecurity Environments. - Chiyu Zhang; Marc-Alexandre Cote; Michael Albada; Anush Sankaran; Jack W. Stokes; Tong Wang; Amir H. Abdi; William Blum; Muhammad Abdul-Mageed (CoRR, 2025)

On Barriers to Archival Audio Processing. - Peter Sullivan; Muhammad Abdul-Mageed (CoRR, 2025)

Beyond Content: How Grammatical Gender Shapes Visual Representation in Text-to-Image Models. - Muhammed Saeed; Shaina Raza; Ashmal Vayani; Muhammad Abdul-Mageed; Ali Emami; Shady Shehata (CoRR, 2025)