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upvoted 2 papers about 1 month ago

A^3-Bench: Benchmarking Memory-Driven Scientific Reasoning via Anchor and Attractor Activation

Paper • 2601.09274 • Published Jan 14 • 84

MAXS: Meta-Adaptive Exploration with LLM Agents

Paper • 2601.09259 • Published Jan 14 • 95

upvoted 4 papers 11 months ago

Genius: A Generalizable and Purely Unsupervised Self-Training Framework For Advanced Reasoning

Paper • 2504.08672 • Published Apr 11, 2025 • 55

GKG-LLM: A Unified Framework for Generalized Knowledge Graph Construction

Paper • 2503.11227 • Published Mar 14, 2025 • 25

MARS: A Multi-Agent Framework Incorporating Socratic Guidance for Automated Prompt Optimization

Paper • 2503.16874 • Published Mar 21, 2025 • 45

MAPS: A Multi-Agent Framework Based on Big Seven Personality and Socratic Guidance for Multimodal Scientific Problem Solving

Paper • 2503.16905 • Published Mar 21, 2025 • 54