Who's important? -- SUnSET: Synergistic Understanding of Stakeholder, Events and Time for Timeline Generation

ArXi:2507.21903v3 Announce Type: replace-cross As news reporting becomes increasingly global and decentralized online, tracking related events across multiple sources presents significant challenges. Existing news summarization methods typically utilizes Large Language Models and Graphical methods on article-based summaries. However, this is not effective since it only considers the textual content of similarly dated articles to understand the gist of the event.