Before revision:  TadTR is able to adaptively extract temporal context information needed for making action predictions, by selectively attending to a number of snippets in a video.
After revision:  TadTR is able to adaptively extract temporal context information required for making action predictions, by selectively attending to a number of snippets in a video.