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04/28/2023
Interpreting Vision and Language Generative Models with Semantic Visual Priors
When applied to Image-to-text models, interpretability methods often pro...
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02/23/2023
HL Dataset: Grounding High-Level Linguistic Concepts in Vision
Current captioning datasets, focus on object-centric captions, describin...
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11/09/2022
Understanding Cross-modal Interactions in V L Models that Generate Scene Descriptions
Image captioning models tend to describe images in an object-centric way...
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12/14/2021
VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
We propose VALSE (Vision And Language Structured Evaluation), a novel be...
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09/15/2021
What Vision-Language Models `See' when they See Scenes
Images can be described in terms of the objects they contain, or in term...
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01/05/2021
On the interaction of automatic evaluation and task framing in headline style transfer
An ongoing debate in the NLG community concerns the best way to evaluate...
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04/29/2020