NLPExplorer

Muhammad Abdul Mageed

Number of Papers:- 91

Number of Citations:- 40

First ACL Paper:- 2011

Latest ACL Paper:- 2024

Venues:-

NAACL

PEOPLES

ICNLSP

CALCS

COLING

WASSA

EMNLP

SIGMORPHON

RANLP

VarDial

SemEval

NLP4IF

LREC

AmericasNLP

ArabicNLP

ACL

EACL

LAW

WMT

NGT

OSACT

*SEMEVAL

IJCNLP

AACL

WANLP

Co-Authors:-

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Distilling Text Style Transfer With Self-Explanation From LLMs NAACL

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

Fumbling in Babel: An Investigation into ChatGPT’s Language Identification Ability F i n d i n g s - N A A C L

Toucan: Many-to-Many Translation for 150 African Language Pairs F i n d i n g s - A C L

AbdelRahim Elmadany | Ife Adebara | Muhammad Abdul-Mageed |

To Distill or Not to Distill? On the Robustness of Robust Knowledge Distillation ACL

Abdul Waheed | Karima Kadaoui | Muhammad Abdul-Mageed |

Qalam: A Multimodal LLM for Arabic Optical Character and Handwriting Recognition ArabicNLP WS

Gagan Bhatia | El Moatez Billah Nagoudi | Fakhraddin Alwajih | Muhammad Abdul-Mageed |

WojoodNER 2024: The Second Arabic Named Entity Recognition Shared Task ArabicNLP WS

Benchmarking LLaMA-3 on Arabic Language Generation Tasks ArabicNLP WS

Mixture-of-Supernets: Improving Weight-Sharing Supernet Training with Architecture-Routed Mixture-of-Experts F i n d i n g s - A C L

Arabic Automatic Story Generation with Large Language Models ArabicNLP WS

Ahmed El-Shangiti | Fakhraddin Alwajih | Muhammad Abdul-Mageed |

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

Cheetah: Natural Language Generation for 517 African Languages ACL

Ife Adebara | AbdelRahim Elmadany | Muhammad Abdul-Mageed |

NADI 2024: The Fifth Nuanced Arabic Dialect Identification Shared Task ArabicNLP WS

Interplay of Machine Translation, Diacritics, and Diacritization NAACL

Wei-Rui Chen | Ife Adebara | Muhammad Abdul-Mageed |

FinTral: A Family of GPT-4 Level Multimodal Financial Large Language Models F i n d i n g s - A C L

Gagan Bhatia | El Moatez Billah Nagoudi | Hasan Cavusoglu | Muhammad Abdul-Mageed |

Dallah: A Dialect-Aware Multimodal Large Language Model for Arabic ArabicNLP WS

Fakhraddin Alwajih | Gagan Bhatia | Muhammad Abdul-Mageed |

Towards Zero-Shot Text-To-Speech for Arabic Dialects ArabicNLP WS

Khai Doan | Abdul Waheed | Muhammad Abdul-Mageed |

From Nile Sands to Digital Hands: Machine Translation of Coptic Texts ArabicNLP WS

LLM Performance Predictors are good initializers for Architecture Search F i n d i n g s - A C L

Ganesh Jawahar | Muhammad Abdul-Mageed | Laks Lakshmanan | Dujian Ding |

On the Utility of Pretraining Language Models on Synthetic Data ArabicNLP WS

Alcides Alcoba Inciarte | Sang Yun Kwon | El Moatez Billah Nagoudi | Muhammad Abdul-Mageed |

John vs. Ahmed: Debate-Induced Bias in Multilingual LLMs ArabicNLP WS

Casablanca: Data and Models for Multidialectal Arabic Speech Recognition EMNLP

Gazelle: An Instruction Dataset for Arabic Writing Assistance F i n d i n g s - E M N L P

DetoxLLM: A Framework for Detoxification with Explanations EMNLP

Md Tawkat Islam Khondaker | Muhammad Abdul-Mageed | Laks V. S. Lakshmanan |

UBC-DLNLP at SemEval-2023 Task 12: Impact of Transfer Learning on African Sentiment Analysis SemEval

Gagan Bhatia | Ife Adebara | Abdelrahim Elmadany | Muhammad Abdul-mageed |

Contrastive Learning of Sociopragmatic Meaning in Social Media F i n d i n g s - A C L

Chiyu Zhang | Muhammad Abdul-Mageed | Ganesh Jawahar |

Dolphin: A Challenging and Diverse Benchmark for Arabic NLG F i n d i n g s - E M N L P

El Moatez Billah Nagoudi | AbdelRahim Elmadany | Ahmed El-Shangiti | Muhammad Abdul-Mageed |

ORCA: A Challenging Benchmark for Arabic Language Understanding F i n d i n g s - A C L

AbdelRahim Elmadany | ElMoatez Billah Nagoudi | Muhammad Abdul-Mageed |

TARJAMAT: Evaluation of Bard and ChatGPT on Machine Translation of Ten Arabic Varieties ArabicNLP WS

NADI 2023: The Fourth Nuanced Arabic Dialect Identification Shared Task ArabicNLP WS

SERENGETI: Massively Multilingual Language Models for Africa F i n d i n g s - A C L

Ife Adebara | AbdelRahim Elmadany | Muhammad Abdul-Mageed | Alcides Alcoba Inciarte |

VoxArabica: A Robust Dialect-Aware Arabic Speech Recognition System ArabicNLP WS

JASMINE: Arabic GPT Models for Few-Shot Learning EMNLP

PACT: Pretraining with Adversarial Contrastive Learning for Text Classification IJCNLP AACL

Md Tawkat Islam Khondaker | Muhammad Abdul-Mageed | Laks Lakshmanan, V.S. |

Arabic Fine-Grained Entity Recognition ArabicNLP WS

GPTAraEval: A Comprehensive Evaluation of ChatGPT on Arabic NLP EMNLP

Md Tawkat Islam Khondaker | Abdul Waheed | El Moatez Billah Nagoudi | Muhammad Abdul-Mageed |

WojoodNER 2023: The First Arabic Named Entity Recognition Shared Task ArabicNLP WS

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

Chiyu Zhang | Khai Doan | Qisheng Liao | Muhammad Abdul-Mageed |

Beyond English: Evaluating LLMs for Arabic Grammatical Error Correction ArabicNLP WS

Sang Kwon | Gagan Bhatia | El Moatez Billah Nagoudi | Muhammad Abdul-Mageed |

Octopus: A Multitask Model and Toolkit for Arabic Natural Language Generation ArabicNLP WS

AbdelRahim Elmadany | El Moatez Billah Nagoudi | Muhammad Abdul-Mageed |

ProMap: Effective Bilingual Lexicon Induction via Language Model Prompting IJCNLP AACL

AutoMoE: Heterogeneous Mixture-of-Experts with Adaptive Computation for Efficient Neural Machine Translation F i n d i n g s - A C L

Violet: A Vision-Language Model for Arabic Image Captioning with Gemini Decoder ArabicNLP WS

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

El Moatez Billah Nagoudi | AbdelRahim Elmadany | Muhammad Abdul-Mageed |

Improving Social Meaning Detection with Pragmatic Masking and Surrogate Fine-Tuning ACL WASSA

Chiyu Zhang | Muhammad Abdul-Mageed |

Automatic Detection of Entity-Manipulated Text using Factual Knowledge ACL

Ganesh Jawahar | Muhammad Abdul-Mageed | Laks Lakshmanan |

Towards Afrocentric NLP for African Languages: Where We Are and Where We Can Go ACL

Ife Adebara | Muhammad Abdul-Mageed |

Linguistically-Motivated Yorùbá-English Machine Translation COLING

Ife Adebara | Muhammad Abdul-Mageed | Miikka Silfverberg |

TURJUMAN: A Public Toolkit for Neural Arabic Machine Translation LREC OSACT

El Moatez Billah Nagoudi | AbdelRahim Elmadany | Muhammad Abdul-Mageed |

AfroLID: A Neural Language Identification Tool for African Languages EMNLP

Ife Adebara | AbdelRahim Elmadany | Muhammad Abdul-Mageed | Alcides Inciarte |

NADI 2021: The Second Nuanced Arabic Dialect Identification Shared Task EACL WANLP

Mega-COV: A Billion-Scale Dataset of 100+ Languages for COVID-19 EACL

Self-Training Pre-Trained Language Models for Zero- and Few-Shot Multi-Dialectal Arabic Sequence Labeling EACL

Muhammad Khalifa | Muhammad Abdul-Mageed | Khaled Shaalan |

DiaLex: A Benchmark for Evaluating Multidialectal Arabic Word Embeddings EACL WANLP

Exploring Text-to-Text Transformers for English to Hinglish Machine Translation with Synthetic Code-Mixing CALCS NAACL

Ganesh Jawahar | El Moatez Billah Nagoudi | Muhammad Abdul-Mageed | Laks Lakshmanan, V.S. |

IndT5: A Text-to-Text Transformer for 10 Indigenous Languages AmericasNLP NAACL

El Moatez Billah Nagoudi | Wei-Rui Chen | Muhammad Abdul-Mageed | Hasan Cavusoglu |

Investigating Code-Mixed Modern Standard Arabic-Egyptian to English Machine Translation CALCS NAACL

El Moatez Billah Nagoudi | AbdelRahim Elmadany | Muhammad Abdul-Mageed |

AraStance: A Multi-Country and Multi-Domain Dataset of Arabic Stance Detection for Fact Checking NAACL NLP4IF

ARBERT & MARBERT: Deep Bidirectional Transformers for Arabic ACL IJCNLP

Muhammad Abdul-Mageed | AbdelRahim Elmadany | El Moatez Billah Nagoudi |

Improving Similar Language Translation With Transfer Learning EMNLP WMT

Ife Adebara | Muhammad Abdul-Mageed |

Speech Technology for Everyone: Automatic Speech Recognition for Non-Native English ICNLSP

Machine Translation of Low-Resource Indo-European Languages EMNLP WMT

Wei-Rui Chen | Muhammad Abdul-Mageed |

One Model to Pronounce Them All: Multilingual Grapheme-to-Phoneme Conversion With a Transformer Ensemble ACL SIGMORPHON WS

Kaili Vesik | Muhammad Abdul-Mageed | Miikka Silfverberg |