Jingyi Song

AirRAG: Autonomous Strategic Planning and Reasoning Steer Retrieval Augmented Generation

Leveraging the autonomous decision-making capabilities of large language models (LLMs) has demonstrated superior performance in reasoning tasks. However, despite the success of iterative or agentic retrieval-augmented generation (RAG) techniques, these methods are often constrained to a single solut