✨ReSum: Unlocking Long-Horizon Search Intelligence via Context Summarization

📝 Summary:
ReSum enhances LLM-based web agents by overcoming context window limitations through periodic context summarization. This novel paradigm converts interaction histories into compact reasoning states, enabling indefinite exploration for complex tasks. ReSum improves performance by 4.5% over ReAct, ...

🔹 Publication Date: Published on Sep 16

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.13313
• PDF: https://arxiv.org/pdf/2509.13313
• Project Page: https://tongyi-agent.github.io/blog/
• Github: https://tongyi-agent.github.io/blog/

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#LLM #AI #ContextSummarization #WebAgents #Research