ReaRAG: Knowledge-guided Reasoning Enhances Factuality of Large Reasoning Models with Iterative Retrieval Augmented Generation Paper • 2503.21729 • Published 13 days ago • 27
Large Language Model Agent: A Survey on Methodology, Applications and Challenges Paper • 2503.21460 • Published 13 days ago • 71
A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond Paper • 2503.21614 • Published 13 days ago • 39
Cosmos-Reason1: From Physical Common Sense To Embodied Reasoning Paper • 2503.15558 • Published 22 days ago • 45
Reinforcement Learning for Reasoning in Small LLMs: What Works and What Doesn't Paper • 2503.16219 • Published 20 days ago • 46
Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models Paper • 2503.16419 • Published 20 days ago • 67
SurveyX: Academic Survey Automation via Large Language Models Paper • 2502.14776 • Published Feb 20 • 97
ImageRAG: Dynamic Image Retrieval for Reference-Guided Image Generation Paper • 2502.09411 • Published Feb 13 • 18
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning Paper • 2501.12948 • Published Jan 22 • 374
Beyond Examples: High-level Automated Reasoning Paradigm in In-Context Learning via MCTS Paper • 2411.18478 • Published Nov 27, 2024 • 38
Fact, Fetch, and Reason: A Unified Evaluation of Retrieval-Augmented Generation Paper • 2409.12941 • Published Sep 19, 2024 • 25
DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models Paper • 2401.06066 • Published Jan 11, 2024 • 54