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Jialiang Liu, Shusheng Li, Wenjun Tan

Public reference bibliography and cataloged PDF materials authored or published by Jialiang Liu, Shusheng Li, Wenjun Tan.

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LongSearchEval: Evaluating Long-Horizon Web Search Capabilities of Large Language Models via a Trajectory-Aware Agent Framework with Failure-Node Localization

Year: 2026 • Source: arxiv.org • Listed PDF

Long-horizon web search requires LLM-based agents to integrate information across web pages through extended interactions under task-specific constraints. Evaluating this capability is important not only for measuring fi...