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Muhammad Abdul-Mageed

Papers
21

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21papers

Authored papers

21

Distilling the Essence: Efficient Reasoning Distillation via Sequence Truncation

arXiv 2025

2025

Where Are We? Evaluating LLM Performance on African Languages

arXiv 2025

2025

NileChat: Towards Linguistically Diverse and Culturally Aware LLMs for Local Communities

arXiv 2025

2025

SPAR: Personalized Content-Based Recommendation via Long Engagement Attention

arXiv 2024

2024

Arabic Automatic Story Generation with Large Language Models

arXiv 2024

2024

Peacock: A Family of Arabic Multimodal Large Language Models and Benchmarks

arXiv 2024

2024

Cheetah: Natural Language Generation for 517 African Languages

arXiv 2024

2024

uDistil-Whisper: Label-Free Data Filtering for Knowledge Distillation in Low-Data Regimes

arXiv 2024

2024

Swan and ArabicMTEB: Dialect-Aware, Arabic-Centric, Cross-Lingual, and Cross-Cultural Embedding Models and Benchmarks

arXiv 2024

2024

The Skipped Beat: A Study of Sociopragmatic Understanding in LLMs for 64 Languages

arXiv 2023

2023

Mixture-of-Supernets: Improving Weight-Sharing Supernet Training with Architecture-Routed Mixture-of-Experts

arXiv 2023

2023

LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale Instructions

arXiv 2023

2023

TURJUMAN: A Public Toolkit for Neural Arabic Machine Translation

OSACT (LREC) 2022 6

2022

AutoMoE: Heterogeneous Mixture-of-Experts with Adaptive Computation for Efficient Neural Machine Translation

arXiv 2022

2022

AfroLID: A Neural Language Identification Tool for African Languages

arXiv 2022

2022

Decay No More: A Persistent Twitter Dataset for Learning Social Meaning

arXiv 2022

2022

Contrastive Learning of Sociopragmatic Meaning in Social Media

arXiv 2022

2022

NADI 2021: The Second Nuanced Arabic Dialect Identification Shared Task

EACL (WANLP) 2021 4

2021

AraStance: A Multi-Country and Multi-Domain Dataset of Arabic Stance Detection for Fact Checking

NAACL (NLP4IF) 2021 6

2021

AraT5: Text-to-Text Transformers for Arabic Language Generation

ACL 2022 5

2021

ARBERT & MARBERT: Deep Bidirectional Transformers for Arabic

arXiv 2020

2020

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