agent/papers/items/2026-2607-21920-systematic-literature-reviews-with-two-multi-agentic-systems-and-human-in-the-lo.md

Paper: Systematic Literature Reviews With Two Multi-Agentic Systems And Human-In-The-Loop

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type: paper title: Systematic Literature Reviews With Two Multi-Agentic Systems And Human-In-The-Loop authors: Zexin Ren, Zixuan Zhao, Qiyun Li, Yawen Wu, Lanjing Wang, Renjie Luo, Yi Xu, Qing Guo, et al. year: 2026 venue: arXiv url: https://arxiv.org/abs/2607.21920 code_url: source: arxiv collected_at: 2026-07-27 published_at: 2026-07-23 updated_at: 2026-07-23 status: queued relevance: high topics:

• agent-evaluation
• multi-agent
• rag
• tool-use methods:

benchmarks:

models:

datasets:

• stat.AP related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 19 collection_queries: llm-agent, multi-agent-llm

One-line Takeaway

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

Why Collected

• matched queries: llm-agent, multi-agent-llm
• inferred topics: agent-evaluation, multi-agent, rag, tool-use
• arXiv categories: stat.AP
• collection score: 19

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/2607.21920