LinguaMark: Do Multimodal Models Speak Fairly? A Benchmark-Based Evaluation

Ananya Raval, Aravind Narayanan, Vahid Reza Khazaie +1

Large Multimodal Models (LMMs) are typically trained on vast corpora of image-text data but are often limited in linguistic coverage, leading to biased and unfair outputs across la…