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Peng Yang

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Open access Aug 2026

EVESUM: Abstractive Multi‐Document Summarization Focused on Crucial Events

Events with their triggers and entity mentions are significant in multi‐document summarization, which provide assistance to the recognition of the vital content of plenty of documents and guarantee the logic of the text. Many existing methods pay attention to leveraging fine‐grained and noun‐centered units like entit...

Peng Yang, Shunhang Ji, Bing Li et al. · 0 citations
Open access Jul 2026

Intelligent Prompt Construction for Large Language Models in Knowledge-based Visual Question Answering

The Intelligent Prompt Construction Framework (IPCF), which equips an autonomous agent with the ability to dynamically generate task-specific prompts, and achieves performance gains over existing baselines on the OK-VQA and A-OKVQA datasets.

Zhongjian Hu, Peng Yang, Dong-Mei Yang et al. · 0 citations

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