agent/papers/items/2026-2606-08625-from-holistic-evaluation-to-structured-criteria-rubrics-across-the-evolving-llm-.md

Paper: From Holistic Evaluation to Structured Criteria: Rubrics Across the Evolving LLM Landscape

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type: paper title: "From Holistic Evaluation to Structured Criteria: Rubrics Across the Evolving LLM Landscape" authors: Hao Chen, Ziyu Han, Yukun Yan, Qingfu Zhu, Maosong Sun, Wanxiang Che year: 2026 venue: arXiv url: https://arxiv.org/abs/2606.08625 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-06-07 updated_at: 2026-07-01 status: queued relevance: high topics:

• agent-evaluation
• agent-safety
• computer-use
• reasoning
• tool-use methods:

benchmarks:

models:

datasets:

• cs.CL related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 14 collection_queries: autonomous-agent-llm

One-line Takeaway

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

Why Collected

• matched queries: autonomous-agent-llm
• inferred topics: agent-evaluation, agent-safety, computer-use, reasoning, tool-use
• arXiv categories: cs.CL
• collection score: 14

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/2606.08625