Local-First Intelligence via Proactive SLM Collaborating with Feedback-Providing LLM
cs.CL
Submitted: 2026-04-20
Updated: 2026-10-10
Terminology
Sources
- Multi-Agent Consensus Seeking via Large Language Models
- Open Problems in Cooperative AI
- DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
- The Llama 3 Herd of Models
- Multi-Agent Deep Research: Training Multi-Agent Systems with M-GRPO
- Understanding the planning of LLM agents: A survey
- What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams
- When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories
- Multi-Agent Collaboration Mechanisms: A Survey of LLMs
- Towards Reasoning in Large Language Models via Multi-Agent Peer Review Collaboration
- Qwen3 Technical Report
- VAPO: Efficient and Reliable Reinforcement Learning for Advanced Reasoning Tasks
- Router-R1: Teaching LLMs Multi-Round Routing and Aggregation via Reinforcement Learning
- Fast and Slow Generating: An Empirical Study on Large and Small Language Models Collaborative Decoding
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