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Challenges in Designing Natural Language Interfaces for Complex Visual Models
Intuitive interaction with visual models becomes an increasingly important task in the field of Visualization (VIS) and verbal interaction represents a significant aspect of it.
From “Before” to “After”: Generating Natural Language Instructions from Image Pairs in a Simple Visual Domain
We find that it is, and investigate several simple baselines, taking these from the related task of image captioning.
The Why and The How: A Survey on Natural Language Interaction in Visualization
In this survey, we provide an overview of natural language-based interaction in the research area of visualization.
Paparazzi: A Deep Dive into the Capabilities of Language and Vision Models for Grounding Viewpoint Descriptions
Existing language and vision models achieve impressive performance in image-text understanding.
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