MARS: A Multi-Agent Framework Incorporating Socratic Guidance for Automated Prompt Optimization
Paper
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2503.16874
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Published
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45
programmer.ie
Papers I have written about on my blog.
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System Prompt Optimization with Meta-Learning
Paper • 2505.09666 • Published • 72 -
UniRL: Self-Improving Unified Multimodal Models via Supervised and Reinforcement Learning
Paper • 2505.23380 • Published • 23 -
DeepTheorem: Advancing LLM Reasoning for Theorem Proving Through Natural Language and Reinforcement Learning
Paper • 2505.23754 • Published • 16 -
Guided by Gut: Efficient Test-Time Scaling with Reinforced Intrinsic Confidence
Paper • 2505.20325 • Published • 46 -
Reward Reasoning Model
Paper • 2505.14674 • Published • 36 -
I Have Covered All the Bases Here: Interpreting Reasoning Features in Large Language Models via Sparse Autoencoders
Paper • 2503.18878 • Published • 120 -
Pre-trained Large Language Models Learn Hidden Markov Models In-context
Paper • 2506.07298 • Published • 26 -
Give Me FP32 or Give Me Death? Challenges and Solutions for Reproducible Reasoning
Paper • 2506.09501 • Published • 17 -
Evolving Prompts In-Context: An Open-ended, Self-replicating Perspective
Paper • 2506.17930 • Published • 19 -
Dynamic Chunking for End-to-End Hierarchical Sequence Modeling
Paper • 2507.07955 • Published • 8