Lost in Reordering: Structural Sensitivity of Multilingual LLMs under Semantics-Preserving Perturbations
This work investigates the structural sensitivity of multilingual LLMs using two linguistically grounded perturbation settings in Hindi and Malayalam and suggests that current multilingual LLMs remain highly sensitive to surface syntactic realization and lack robust compositional invariance under structurally different...
Karthika Nhayakkat, Rajat Verma, Maharaj Brahma et al.
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