A^3-Bench: Benchmarking Memory-Driven Scientific Reasoning via Anchor and Attractor Activation
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2601.09274
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A^3-Bench: Benchmarking Memory-Driven Scientific Reasoning via Anchor and Attractor Activation
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MAXS: Meta-Adaptive Exploration with LLM Agents
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GKG-LLM: A Unified Framework for Generalized Knowledge Graph
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GKG-LLM: A Unified Framework for Generalized Knowledge Graph Construction
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2503.11227
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MARS: A Multi-Agent Framework Incorporating Socratic Guidance for Automated Prompt Optimization
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2503.16874
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MAPS: A Multi-Agent Framework Based on Big Seven Personality and Socratic Guidance for Multimodal Scientific Problem Solving
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2503.16905
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