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upvoted a paper 4 days ago

OdysseyArena: Benchmarking Large Language Models For Long-Horizon, Active and Inductive Interactions

Paper • 2602.05843 • Published 7 days ago • 57

upvoted a paper 8 days ago

TIDE: Trajectory-based Diagnostic Evaluation of Test-Time Improvement in LLM Agents

Paper • 2602.02196 • Published 10 days ago • 32

upvoted 2 papers 29 days ago

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

Paper • 2601.09274 • Published 30 days ago • 84

MAXS: Meta-Adaptive Exploration with LLM Agents

Paper • 2601.09259 • Published 30 days ago • 95

upvoted a paper 7 months ago

MUR: Momentum Uncertainty guided Reasoning for Large Language Models

Paper • 2507.14958 • Published Jul 20, 2025 • 47

upvoted a paper 9 months ago

ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows

Paper • 2505.19897 • Published May 26, 2025 • 104

upvoted a paper 10 months ago

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

Paper • 2504.08672 • Published Apr 11, 2025 • 55

upvoted 4 papers 11 months ago

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

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

Paper • 2503.11227 • Published Mar 14, 2025 • 25

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

Paper • 2503.13288 • Published Mar 17, 2025 • 51