Most of the above studies focus on synchronous multi-modal content, i.e., in which images are paired with text descriptions and videos are paired with subtitles.
we perform summarization from asynchronous (i.e., there is no given description for images and no subtitle for videos) multi-modal information about news topics, including multiple documents, images and videos, to generate a fixed length textual summary.