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cs.CL2026
Vision-Language Models are Fragile Multilingual Associators
Ritabrata Chakraborty, Rajatsubhra Chakraborty, Shivakumara Palaiahnakote +2
Vision-language models must associate visual entities with textual attributes. Whether these associations or concept bindings remain stable when the language of the input changes i…
cs.CL2024
From Concrete to Abstract: A Multimodal Generative Approach to Abstract Concept Learning
Haodong Xie, Rahul Singh Maharjan, Federico Tavella +1
Understanding and manipulating concrete and abstract concepts is fundamental to human intelligence. Yet, they remain challenging for artificial agents. This paper introduces a mult…