Dolphin: Closed-loop Open-ended Auto-research through Thinking, Practice, and Feedback
Paper
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2501.03916
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Published
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14
LLMs
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Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Though
Paper • 2501.04682 • Published • 80 -
Agent Laboratory: Using LLM Agents as Research Assistants
Paper • 2501.04227 • Published • 76 -
Search-o1: Agentic Search-Enhanced Large Reasoning Models
Paper • 2501.05366 • Published • 72 -
Entropy-Guided Attention for Private LLMs
Paper • 2501.03489 • Published • 13 -
Enabling Scalable Oversight via Self-Evolving Critic
Paper • 2501.05727 • Published • 62 -
Multiagent Finetuning: Self Improvement with Diverse Reasoning Chains
Paper • 2501.05707 • Published • 18 -
SPAM: Spike-Aware Adam with Momentum Reset for Stable LLM Training
Paper • 2501.06842 • Published • 14 -
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 • 39 -
ReMoE: Fully Differentiable Mixture-of-Experts with ReLU Routing
Paper • 2412.14711 • Published • 15 -
Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs
Paper • 2412.21187 • Published • 35 -
ProgCo: Program Helps Self-Correction of Large Language Models
Paper • 2501.01264 • Published • 24