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- W4287703747 abstract "Understanding video content and generating caption with context is an important and challenging task. Unlike prior methods that typically attempt to generate generic video captions without context, our architecture contextualizes captioning by infusing extracted information from relevant text data. We propose an end-to-end sequence-to-sequence model which generates video captions based on visual input, and mines relevant knowledge such as names and locations from contextual text. In contrast to previous approaches, we do not preprocess the text further, and let the model directly learn to attend over it. Guided by the visual input, the model is able to copy words from the contextual text via a pointer-generator network, allowing to produce more specific video captions. We show competitive performance on the News Video Dataset and, through ablation studies, validate the efficacy of contextual video captioning as well as individual design choices in our model architecture." @default.
- W4287703747 created "2022-07-26" @default.
- W4287703747 creator A5033076979 @default.
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- W4287703747 date "2020-07-29" @default.
- W4287703747 modified "2023-09-24" @default.
- W4287703747 title "Enriching Video Captions With Contextual Text" @default.
- W4287703747 doi "https://doi.org/10.48550/arxiv.2007.14682" @default.
- W4287703747 hasPublicationYear "2020" @default.
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