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upvoted a paper about 2 months ago

Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems

Paper • 2605.14892 • Published May 14 • 51

upvoted 2 papers 6 months 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 • 96

upvoted 2 papers about 1 year ago

Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge Graphs

Paper • 2505.15210 • Published May 21, 2025 • 19

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

Paper • 2504.08672 • Published Apr 11, 2025 • 55

upvoted 5 papers over 1 year ago

FortisAVQA and MAVEN: a Benchmark Dataset and Debiasing Framework for Robust Multimodal Reasoning

Paper • 2504.00487 • Published Apr 1, 2025 • 18

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

Paper • 2503.16874 • Published Mar 21, 2025 • 45

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

Paper • 2503.11227 • Published Mar 14, 2025 • 25

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

φ-Decoding: Adaptive Foresight Sampling for Balanced Inference-Time Exploration and Exploitation

Paper • 2503.13288 • Published Mar 17, 2025 • 51

liked a model about 2 years ago

meta-llama/Meta-Llama-3-8B

Text Generation • 8B • Updated Sep 27, 2024 • 1.32M • • 6.59k