2 papers
cs.SI2026
Who's important? -- SUnSET: Synergistic Understanding of Stakeholder, Events and Time for Timeline Generation
Tiviatis Sim, Kaiwen Yang, Shen Xin +1
As news reporting becomes increasingly global and decentralized online, tracking related events across multiple sources presents significant challenges. Existing news summarization…
cs.CL2025
LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs
Do Xuan Long, Hai Nguyen Ngoc, Tiviatis Sim +5
We present the first systematic evaluation examining format bias in performance of large language models (LLMs). Our approach distinguishes between two categories of an evaluation…