From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval Paper • 2505.23059 • Published 10 days ago • 13
The Power of Noise: Redefining Retrieval for RAG Systems Paper • 2401.14887 • Published Jan 26, 2024 • 3
Tool-Star: Empowering LLM-Brained Multi-Tool Reasoner via Reinforcement Learning Paper • 2505.16410 • Published 17 days ago • 56
WebThinker: Empowering Large Reasoning Models with Deep Research Capability Paper • 2504.21776 • Published Apr 30 • 56
UniGen: A Unified Generative Framework for Retrieval and Question Answering with Large Language Models Paper • 2312.11036 • Published Dec 18, 2023
Towards a Unified Language Model for Knowledge-Intensive Tasks Utilizing External Corpus Paper • 2402.01176 • Published Feb 2, 2024
Trustworthiness in Retrieval-Augmented Generation Systems: A Survey Paper • 2409.10102 • Published Sep 16, 2024
WebThinker: Empowering Large Reasoning Models with Deep Research Capability Paper • 2504.21776 • Published Apr 30 • 56
Progressive Multimodal Reasoning via Active Retrieval Paper • 2412.14835 • Published Dec 19, 2024 • 74
Progressive Multimodal Reasoning via Active Retrieval Paper • 2412.14835 • Published Dec 19, 2024 • 74
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