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Muhammed Saeed

4 accepted papers

2025

Beyond Content: How Grammatical Gender Shapes Visual Representation in Text-to-Image Models

EMNLP 2025

Research on bias in Text-to-Image (T2I) models has primarily focused on demographic representation and stereotypical attributes, overlooking a fundamental question: how does grammatical gender influence visual representation across languages? We introduce a cross-linguistic benchmark examining words

Cited by 0SourcePDFScholar
2025

Palm: A Culturally Inclusive and Linguistically Diverse Dataset for Arabic LLMs

ACL 2025long

As large language models (LLMs) become increasingly integrated into daily life, ensuring their cultural sensitivity and inclusivity is paramount. We introduce PALM, a year-long community-driven project covering all 22 Arab countries. The dataset contains instruction–response pairs in both Modern Sta…

2024

Modeling Orthographic Variation Improves NLP Performance for Nigerian Pidgin

COLING 2024main

Nigerian Pidgin is an English-derived contact language and is traditionally an oral language, spoken by approximately 100 million people. No orthographic standard has yet been adopted, and thus the few available Pidgin datasets that exist are characterised by noise in the form of orthographic variat…

Cited by 2SourcePDFScholar