A survey on event-based news narrative extraction

BF Keith Norambuena, T Mitra, C North - ACM Computing Surveys, 2023 - dl.acm.org
Narratives are fundamental to our understanding of the world, providing us with a natural
structure for knowledge representation over time. Computational narrative extraction is a …

State-of-the-art approach to extractive text summarization: a comprehensive review

AK Yadav, Ranvijay, RS Yadav, AK Maurya - Multimedia Tools and …, 2023 - Springer
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 …

Determinantal point processes for machine learning

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 …

Multimodal fusion for multimedia analysis: a survey

PK Atrey, MA Hossain, A El Saddik, MS Kankanhalli - Multimedia systems, 2010 - Springer
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 …

From moments to milestones: Incremental timeline summarization leveraging large language models

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 …

Evolutionary timeline summarization: a balanced optimization framework via iterative substitution

R Yan, X Wan, J Otterbacher, L Kong, X Li… - Proceedings of the 34th …, 2011 - dl.acm.org
Classic news summarization plays an important role with the exponential document growth
on the Web. Many approaches are proposed to generate summaries but seldom …

Contextifier: automatic generation of annotated stock visualizations

J Hullman, N Diakopoulos, E Adar - … of the SIGCHI Conference on human …, 2013 - dl.acm.org
Online news tools-for aggregation, summarization and automatic generation-are an area of
fruitful development as reading news online becomes increasingly commonplace. While …

Hot topic extraction based on timeline analysis and multidimensional sentence modeling

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 …

Temporal profiles of queries

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 …

[PDF][PDF] Structured event retrieval over microblog archives

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 …