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The Steep Road to Happily Ever After: An Analysis of Current Visual Storytelling Models
April 06, 2019 ยท Declared Dead ยท ๐ Proceedings of the Second Workshop on Shortcomings in Vision and Language
"No code URL or promise found in abstract"
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Authors
Yatri Modi, Natalie Parde
arXiv ID
1904.03366
Category
cs.CL: Computation & Language
Citations
16
Venue
Proceedings of the Second Workshop on Shortcomings in Vision and Language
Last Checked
4 months ago
Abstract
Visual storytelling is an intriguing and complex task that only recently entered the research arena. In this work, we survey relevant work to date, and conduct a thorough error analysis of three very recent approaches to visual storytelling. We categorize and provide examples of common types of errors, and identify key shortcomings in current work. Finally, we make recommendations for addressing these limitations in the future.
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