A Dataset for Telling the Stories of Social Media Videos

被引:0
|
作者
Gella, Spandana [1 ,2 ]
Lewis, Mike [2 ]
Rohrbach, Marcus [2 ]
机构
[1] Univ Edinburgh, Edinburgh, Midlothian, Scotland
[2] Facebook AI Res, Menlo Pk, CA USA
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Video content on social media platforms constitutes a major part of the communication between people, as it allows everyone to share their stories. However, if someone is unable to consume video, either due to a disability or network bandwidth, this severely limits their participation and communication. Automatically telling the stories using multi-sentence descriptions of videos would allow bridging this gap. To learn and evaluate such models, we introduce VideoStory, a new large-scale dataset for video description as a new challenge for multisentence video description. Our VideoStory captions dataset is complementary to prior work and contains 20k videos posted publicly on a social media platform amounting to 396 hours of video with 123k sentences, temporally aligned to the video.
引用
收藏
页码:968 / 974
页数:7
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