CuratorMAS: Automating Dataset Curation via Multi-Agent Orchestration

cs.AI

Submitted: 2026-10-05

Updated: 2026-10-05

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Sources

• NoisyAG-News: A Benchmark for Addressing Instance-Dependent Noise in Text Classification
• Scaling Generalist Data-Analytic Agents
• Alita-G: Self-Evolving Generative Agent for Agent Generation
• Alita: Generalist Agent Enabling Scalable Agentic Reasoning with Minimal Predefinition and Maximal Self-Evolution
• Well-Read Students Learn Better: On the Importance of Pre-training Compact Models
• AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
• SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning

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