With the rapid growth of social media platforms, digitization of official records, and digital publication of articles, books, magazines, and newspapers, lots of data are generated every …
A Kulesza, B Taskar - Foundations and Trends® in Machine …, 2012 - nowpublishers.com
Determinantal point processes (DPPs) are elegant probabilistic models of repulsion that arise in quantum physics and random matrix theory. In contrast to traditional structured …
This survey aims at providing multimedia researchers with a state-of-the-art overview of fusion strategies, which are used for combining multiple modalities in order to accomplish …
Q Hu, G Moon, HT Ng - Proceedings of the 62nd Annual Meeting …, 2024 - aclanthology.org
Timeline summarization (TLS) is essential for distilling coherent narratives from a vast collection of texts, tracing the progression of events and topics over time. Prior research …
Classic news summarization plays an important role with the exponential document growth on the Web. Many approaches are proposed to generate summaries but seldom …
Online news tools-for aggregation, summarization and automatic generation-are an area of fruitful development as reading news online becomes increasingly commonplace. While …
KY Chen, L Luesukprasert… - IEEE transactions on …, 2007 - ieeexplore.ieee.org
With the vast amount of digitized textual materials now available on the Internet, it is almost impossible for people to absorb all pertinent information in a timely manner. To alleviate the …
R Jones, F Diaz - ACM Transactions on Information Systems (TOIS), 2007 - dl.acm.org
Documents with timestamps, such as email and news, can be placed along a timeline. The timeline for a set of documents returned in response to a query gives an indication of how …
D Metzler, C Cai, E Hovy - Proceedings of the 2012 Conference of …, 2012 - aclanthology.org
Microblog streams often contain a considerable amount of information about local, regional, national, and global events. Most existing microblog search capabilities are focused on …