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authored 4 papers 3 days ago

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

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

Paper • 2507.02652 • Published 29 days ago • 23

Agentic Reinforced Policy Optimization

Paper • 2507.19849 • Published 6 days ago • 113

authored a paper 2 months ago

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

Paper • 2505.16410 • Published May 22 • 57

authored a paper 3 months ago

WebThinker: Empowering Large Reasoning Models with Deep Research Capability

Paper • 2504.21776 • Published Apr 30 • 59

authored 2 papers 7 months ago

Search-o1: Agentic Search-Enhanced Large Reasoning Models

Paper • 2501.05366 • Published Jan 9 • 100

Progressive Multimodal Reasoning via Active Retrieval

Paper • 2412.14835 • Published Dec 19, 2024 • 74

authored 2 papers 8 months ago

Multi-Dimensional Insights: Benchmarking Real-World Personalization in Large Multimodal Models

Paper • 2412.12606 • Published Dec 17, 2024 • 42

Smaller Language Models Are Better Instruction Evolvers

Paper • 2412.11231 • Published Dec 15, 2024 • 29

authored a paper 9 months ago

CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmentation Generation

Paper • 2410.23090 • Published Oct 30, 2024 • 56

authored 2 papers 10 months ago

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

authored a paper 11 months ago

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

Paper • 2409.03810 • Published Sep 5, 2024 • 36

authored 6 papers about 1 year ago

Qwen2 Technical Report

Paper • 2407.10671 • Published Jul 15, 2024 • 166

DotaMath: Decomposition of Thought with Code Assistance and Self-correction for Mathematical Reasoning

Paper • 2407.04078 • Published Jul 4, 2024 • 21

We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning?

Paper • 2407.01284 • Published Jul 1, 2024 • 82

Knowledge Editing on Black-box Large Language Models

Paper • 2402.08631 • Published Feb 13, 2024 • 3

PreAct: Predicting Future in ReAct Enhances Agent's Planning Ability

Paper • 2402.11534 • Published Feb 18, 2024 • 1

CS-Bench: A Comprehensive Benchmark for Large Language Models towards Computer Science Mastery

Paper • 2406.08587 • Published Jun 12, 2024 • 16