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most citedMA-RAG: Multi-Agent Retrieval-Augmented Generation via Collaborative Chain-of-Thought Reasoning

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cs.CL2025★ 1 cited

MA-RAG: Multi-Agent Retrieval-Augmented Generation via Collaborative Chain-of-Thought Reasoning

Thang Nguyen, Peter Chin, Yu-Wing Tai

We present MA-RAG, a Multi-Agent framework for Retrieval-Augmented Generation (RAG) that addresses the inherent ambiguities and reasoning challenges in complex information-seeking…

cs.CL2024

Reward-RAG: Enhancing RAG with Reward Driven Supervision

Thang Nguyen, Peter Chin, Yu-Wing Tai

In this paper, we introduce Reward-RAG, a novel approach designed to enhance the Retrieval-Augmented Generation (RAG) model through Reward-Driven Supervision. Unlike previous RAG m…