Semantic underspecification in language poses significant difficulties for models in the field
of referring expression generation. This challenge becomes particularly pronounced in …

Derivationally related words, such as" runner" and" running", exhibit semantic differences
which also elicit different visual scenarios. In this paper, we ask whether Vision and …

This thesis develops and evaluates computational models that generate natural language
descriptions of visual content. We build and examine models of language and vision to gain …