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authored a paper 5 days ago

DeepAgent: A General Reasoning Agent with Scalable Toolsets

Paper • 2510.21618 • Published 8 days ago • 90

authored a paper 11 days ago

Towards Mixed-Modal Retrieval for Universal Retrieval-Augmented Generation

Paper • 2510.17354 • Published 12 days ago • 32

authored 2 papers 16 days ago

Toward Effective Tool-Integrated Reasoning via Self-Evolved Preference Learning

Paper • 2509.23285 • Published Sep 27 • 13

Agentic Entropy-Balanced Policy Optimization

Paper • 2510.14545 • Published 16 days ago • 101

authored 6 papers 3 months ago

We-Math 2.0: A Versatile MathBook System for Incentivizing Visual Mathematical Reasoning

Paper • 2508.10433 • Published Aug 14 • 143

Klear-Reasoner: Advancing Reasoning Capability via Gradient-Preserving Clipping Policy Optimization

Paper • 2508.07629 • Published Aug 11 • 41

Hierarchical Document Refinement for Long-context Retrieval-augmented Generation

Paper • 2505.10413 • Published May 15

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation

Paper • 2506.21384 • Published Jun 26 • 1

Decoupled Planning and Execution: A Hierarchical Reasoning Framework for Deep Search

Paper • 2507.02652 • Published Jul 3 • 26

Agentic Reinforced Policy Optimization

Paper • 2507.19849 • Published Jul 26 • 156

authored a paper 5 months ago

Tool-Star: Empowering LLM-Brained Multi-Tool Reasoner via Reinforcement Learning

Paper • 2505.16410 • Published May 22 • 57

authored a paper 6 months ago

WebThinker: Empowering Large Reasoning Models with Deep Research Capability

Paper • 2504.21776 • Published Apr 30 • 59

authored a paper 10 months ago

Search-o1: Agentic Search-Enhanced Large Reasoning Models

Paper • 2501.05366 • Published Jan 9 • 102

authored 3 papers 11 months ago

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

Smaller Language Models Are Better Instruction Evolvers

Paper • 2412.11231 • Published Dec 15, 2024 • 28

authored 4 papers about 1 year ago

CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmentation Generation

Paper • 2410.23090 • Published Oct 30, 2024 • 55

Toward General Instruction-Following Alignment for Retrieval-Augmented Generation

Paper • 2410.09584 • Published Oct 12, 2024 • 49

MSI-Agent: Incorporating Multi-Scale Insight into Embodied Agents for Superior Planning and Decision-Making

Paper • 2409.16686 • Published Sep 25, 2024 • 10

How Do Your Code LLMs Perform? Empowering Code Instruction Tuning with High-Quality Data

Paper • 2409.03810 • Published Sep 5, 2024 • 35