Abstract
This paper reports preliminary experiments aiming at verifying the conjecture that semantic compositionality is a general process irrespective of the underlying modality. In particular, we model compositionality of an attribute with an object in the visual modality as done in the case of an adjective with a noun in the linguistic modality. Our experiments show that the concept topologies in the two modalities share similarities, results that strengthen our conjecture.
Cite
CITATION STYLE
Nguyen, D. T., Lazaridou, A., & Bernardi, R. (2014). Coloring Objects: Adjective-Noun Visual Semantic Compositionality. In V and L Net 2014 - 3rd Annual Meeting of the EPSRC Network on Vision and Language and 1st Technical Meeting of the European Network on Integrating Vision and Language, A Workshop of the 25th International Conference on Computational Linguistics, COLING 2014 - Proceedings (pp. 112–114). Association for Computational Linguistics (ACL). https://doi.org/10.3115/v1/w14-5418
Register to see more suggestions
Mendeley helps you to discover research relevant for your work.
