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upvoted a paper 8 days ago

UnityMAS-O: A General RL Optimization Framework for LLM-Based Multi-Agent Systems

Paper • 2605.26646 • Published 11 days ago • 1

upvoted 2 papers 4 months ago

Improving Retrieval-Augmented Generation through Multi-Agent Reinforcement Learning

Paper • 2501.15228 • Published Jan 25, 2025 • 2

Beyond Monolithic Architectures: A Multi-Agent Search and Knowledge Optimization Framework for Agentic Search

Paper • 2601.04703 • Published Jan 8 • 2

upvoted a paper 6 months ago

Deep Research: A Systematic Survey

Paper • 2512.02038 • Published Nov 24, 2025 • 73

upvoted a paper 7 months ago

E^2Rank: Your Text Embedding can Also be an Effective and Efficient Listwise Reranker

Paper • 2510.22733 • Published Oct 26, 2025 • 32

upvoted a paper 8 months ago

Annotation-Efficient Universal Honesty Alignment

Paper • 2510.17509 • Published Oct 20, 2025 • 22

upvoted a paper over 1 year ago

CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmentation Generation

Paper • 2410.23090 • Published Oct 30, 2024 • 55