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cs.CL2025
DisCoCLIP: A Distributional Compositional Tensor Network Encoder for Vision-Language Understanding
Kin Ian Lo, Hala Hawashin, Mina Abbaszadeh +3
Recent vision-language models excel at large-scale image-text alignment but often neglect the compositional structure of language, leading to failures on tasks that hinge on word o…
cs.CL2024
Quantum-Like Contextuality in Large Language Models
Kin Ian Lo, Mehrnoosh Sadrzadeh, Shane Mansfield
Contextuality is a distinguishing feature of quantum mechanics and there is growing evidence that it is a necessary condition for quantum advantage. In order to make use of it, res…
cs.CL2024
Developments in Sheaf-Theoretic Models of Natural Language Ambiguities
Kin Ian Lo, Mehrnoosh Sadrzadeh, Shane Mansfield
Sheaves are mathematical objects consisting of a base which constitutes a topological space and the data associated with each open set thereof, e.g. continuous functions defined on…