The training samples collected in X for NSGV are video-sentence pairs.
each video V is temporally associated with a set of sentence annotations: , where M is the number of annotated sentences of the video, and S i is a sentence description of a video clip, with t b i and t e i indicating the beginning and ending time in the video.