ContextPilot: Teaching Agents for Proactive Context Management via Fine-grained RL Paper • 2608.28476 • Published 19 days ago • 28
What Makes Good Agentic Data? An ACE Lens on Data Generation for LLM Agents Paper • 2608.27260 • Published 20 days ago • 73
Learn What's Left, Not What's Mastered: Saturation Aware Advantage Reweighting for Multi-Reward Policy Optimization Paper • 2608.16072 • Published about 1 month ago • 151
ConceptFormer: Learning Adaptive Latent Concepts for Query-Document Alignment in Visual Document Retrieval Paper • 2608.15698 • Published Aug 16 • 6
See2Think: Do Multimodal Models Really Use Intermediate Visual States? Paper • 2607.26769 • Published Jul 29 • 25
DataEvolver: Self-Evolving Multi-Agent Data Construction for Text-Rich Image Generation Paper • 2606.31537 • Published Jun 30 • 30
From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Paper • 2606.14502 • Published Jun 12 • 118
CCHall: A Novel Benchmark for Joint Cross-Lingual and Cross-Modal Hallucinations Detection in Large Language Models Paper • 2505.19108 • Published May 25, 2025
From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI Paper • 2606.14502 • Published Jun 12 • 118
Cognitive Mismatch in Multimodal Large Language Models for Discrete Symbol Understanding Paper • 2603.18472 • Published Mar 19 • 20