Dolphin: Closed-loop Open-ended Auto-research through Thinking, Practice, and Feedback
Paper
• 2501.03916 • Published
• 16
LLMs
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Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Though
Paper • 2501.04682 • Published • 99 -
Agent Laboratory: Using LLM Agents as Research Assistants
Paper • 2501.04227 • Published • 95 -
Search-o1: Agentic Search-Enhanced Large Reasoning Models
Paper • 2501.05366 • Published • 102 -
Entropy-Guided Attention for Private LLMs
Paper • 2501.03489 • Published • 14 -
Enabling Scalable Oversight via Self-Evolving Critic
Paper • 2501.05727 • Published • 72 -
Multiagent Finetuning: Self Improvement with Diverse Reasoning Chains
Paper • 2501.05707 • Published • 20 -
SPAM: Spike-Aware Adam with Momentum Reset for Stable LLM Training
Paper • 2501.06842 • Published • 16 -
Diving into Self-Evolving Training for Multimodal Reasoning
Paper • 2412.17451 • Published • 42 -
Fourier Position Embedding: Enhancing Attention's Periodic Extension for Length Generalization
Paper • 2412.17739 • Published • 41 -
ReMoE: Fully Differentiable Mixture-of-Experts with ReLU Routing
Paper • 2412.14711 • Published • 16 -
Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs
Paper • 2412.21187 • Published • 40 -
ProgCo: Program Helps Self-Correction of Large Language Models
Paper • 2501.01264 • Published • 26 -
Tensor Product Attention Is All You Need
Paper • 2501.06425 • Published • 90 -
Transformer^2: Self-adaptive LLMs
Paper • 2501.06252 • Published • 55 -
MiniMax-01: Scaling Foundation Models with Lightning Attention
Paper • 2501.08313 • Published • 300 -
Evolving Deeper LLM Thinking
Paper • 2501.09891 • Published • 115 -
Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models
Paper • 2510.04618 • Published • 129 -
Sculptor: Empowering LLMs with Cognitive Agency via Active Context Management
Paper • 2508.04664 • Published • 13 -
AgentFold: Long-Horizon Web Agents with Proactive Context Management
Paper • 2510.24699 • Published • 71 -
Memory as Action: Autonomous Context Curation for Long-Horizon Agentic Tasks
Paper • 2510.12635 • Published • 17