AI RESEARCH
Quantification and object perception in Multimodal Large Language Models and human linguistic cognition
arXiv CS.CL
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ArXi:2511.08126v2 Announce Type: replace Quantification has been proven to be a particularly difficult linguistic phenomenon for (Multimodal) Large Language Models (MLLMs). However, given that quantification interfaces with the logic, pragmatic, and numerical domains, the exact reasons for the poor performance are still unclear.