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incremental update summarization (1) sequential clustering (1) contextual importance (1) large language model (1) real-time generation (1) multi-agent system (1) event summarization (1) hierarchical cross-attention (1) multi-topic dynamic memory (1) real-time event summarization (1)

Papers

Agent Newsroom: Efficient Chronological Report Generation via Dynamic Multi-Agent Collaboration ACL 2026 Be Relevant, Non-Redundant, and Timely: Deep Reinforcement Learning for Real-Time Event Summarization AAAI 2020 Real-time Change Point Detection using On-line Topic Models COLING 2018 Sequential Clustering and Contextual Importance Measures for Incremental Update Summarization COLING 2016