Көпмодальды қорытындылау

The automatic extraction of trend informa- tion from text documents such as news- paper articles would be useful for explor- ing and examining trends. To enable this, we used data …...

AbstractThe rapid increase of the multimedia data over the Internet necessitates multi-modal summarization from collections of text, image, audio and video. In this work, we propose an extractive Multi-modal Summarization …...

AbstractMultimodal summarization for open-domain videos is an emerging task, aiming to generate a summary from multisource information (video, audio, transcript). Despite the success of recent multiencoder-decoder frameworks on this task, …...

AbstractMultimodal summarization becomes increasingly significant as it is the basis for question answering, Web search, and many other downstream tasks. However, its learning materials have been lacking a holistic organization …...

AbstractMultimodal summarization usually suffers from the problem that the contribution of the visual modality is unclear. Existing multimodal summarization approaches focus on designing the fusion methods of different modalities, while …...

Abstract“Multimodal summarization which aims to generate summaries with multimodal inputs, e.g., textand visual features, has attracted much attention in the research community. However, previousstudies only focus on monolingual multimodal summarization …...