From Knowledge Access to Source Learning: Developing Source-Specific Competence Paper • 2610.02150 • Published 6 days ago • 9
TextReg: Mitigating Prompt Distributional Overfitting via Regularized Text-Space Optimization Paper • 2605.21318 • Published 2 days ago • 7
Science Utopia? Closed-Loop LLM Simulation of Academic Research Ecosystems Paper • 2610.01257 • Published 6 days ago • 41
Science Utopia? Closed-Loop LLM Simulation of Academic Research Ecosystems Paper • 2610.01257 • Published 6 days ago • 41
MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Paper • 2601.14230 • Published Jan 20 • 1
One Turn Too Late: Response-Aware Defense Against Hidden Malicious Intent in Multi-Turn Dialogue Paper • 2605.05630 • Published May 12 • 11
UniPath: Adaptive Coordination of Understanding and Generation for Unified Multimodal Reasoning Paper • 2605.11400 • Published May 12 • 4
UniSD: Towards a Unified Self-Distillation Framework for Large Language Models Paper • 2605.06597 • Published May 7 • 16