CV-Probes: Studying the interplay of lexical and world knowledge in visually grounded verb understanding

• Main Authors: Beňová, Ivana, Gregor, Michal, Gatt, Albert
• Format: Journal Article
• Language: English
• Published: 02.09.2024
• Subjects: Computer Science - Computation and Language

This study investigates the ability of various vision-language (VL) models to ground context-dependent and non-context-dependent verb phrases. To do that, we introduce the CV-Probes dataset, designed explicitly for studying context understanding, containing image-caption pairs with context-dependent...