agent/papers/items/2026-2605-31377-dynatree-dynamic-agentic-retrieval-tree-for-time-sensitive-news-retrieval.md

Paper: DynaTree: Dynamic Agentic Retrieval Tree for Time-Sensitive News Retrieval

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type: paper title: "DynaTree: Dynamic Agentic Retrieval Tree for Time-Sensitive News Retrieval" authors: Siyuan Qi, Xinyuan Wang, Yingxuan Yang, Haochuan Guo, Jianghao Lin, Weiwen Liu, Yong Yu, Weinan Zhang year: 2026 venue: arXiv url: https://arxiv.org/abs/2605.31377 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-05-29 updated_at: 2026-05-29 status: queued relevance: high topics:

• agent-evaluation
• planning
• rag
• reasoning
• tool-use methods:

benchmarks:

models:

datasets:

• cs.IR
• cs.AI related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 16 collection_queries: rag-agent

One-line Takeaway

Auto-collected from arXiv because it matched the Agent collection queries. Needs human skim.

Why Collected

• matched queries: rag-agent
• inferred topics: agent-evaluation, planning, rag, reasoning, tool-use
• arXiv categories: cs.IR, cs.AI
• collection score: 16

Review Checklist

• Does this paper directly inform Agent architecture, evaluation, memory, tools, safety, coding agents, GUI/browser agents, or multi-agent workflows?
• Does it include a benchmark, dataset, code, or reproducible experimental setup?
• Should it be promoted from queued to skimmed or summarized?

Links

• arXiv: https://arxiv.org/abs/2605.31377