Let It Flow: Agentic Crafting on Rock and Roll, Building the ROME Model within an Open Agentic Learning Ecosystem Paper • 2512.24873 • Published 1 day ago • 32
DeepAgent: A General Reasoning Agent with Scalable Toolsets Paper • 2510.21618 • Published Oct 24, 2025 • 99
Towards Mixed-Modal Retrieval for Universal Retrieval-Augmented Generation Paper • 2510.17354 • Published Oct 20, 2025 • 33
Toward Effective Tool-Integrated Reasoning via Self-Evolved Preference Learning Paper • 2509.23285 • Published Sep 27, 2025 • 13
We-Math 2.0: A Versatile MathBook System for Incentivizing Visual Mathematical Reasoning Paper • 2508.10433 • Published Aug 14, 2025 • 144
HierSearch: A Hierarchical Enterprise Deep Search Framework Integrating Local and Web Searches Paper • 2508.08088 • Published Aug 11, 2025 • 29
Tool-Star: Empowering LLM-Brained Multi-Tool Reasoner via Reinforcement Learning Paper • 2505.16410 • Published May 22, 2025 • 58
Search-o1: Agentic Search-Enhanced Large Reasoning Models Paper • 2501.05366 • Published Jan 9, 2025 • 102
ProgCo: Program Helps Self-Correction of Large Language Models Paper • 2501.01264 • Published Jan 2, 2025 • 26
B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners Paper • 2412.17256 • Published Dec 23, 2024 • 47
Progressive Multimodal Reasoning via Active Retrieval Paper • 2412.14835 • Published Dec 19, 2024 • 73
Multi-Dimensional Insights: Benchmarking Real-World Personalization in Large Multimodal Models Paper • 2412.12606 • Published Dec 17, 2024 • 41
MTU-Bench: A Multi-granularity Tool-Use Benchmark for Large Language Models Paper • 2410.11710 • Published Oct 15, 2024 • 20
Toward General Instruction-Following Alignment for Retrieval-Augmented Generation Paper • 2410.09584 • Published Oct 12, 2024 • 48