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cs.CL2026
LANTERN: Language Model Assessment on Noisy and Transformed Tasks for Understanding Error and Robustness Nuances
Vamsi Krishna Kodavali, Rituraj Singh
Robustness evaluation of large language models (LLMs) remains a critical challenge, particularly in assessing their sensitivity to perturbations in input data. In this work, we sys…
cs.CV2026
SmoGVLM: A Small, Graph-enhanced Vision-Language Model
Debjyoti Mondal, Rituraj Singh, Subhadarshi Panda
Large vision-language models (VLMs) achieve strong performance on multimodal tasks but often suffer from hallucination and poor grounding in knowledge-intensive reasoning. We propo…