Hybrid Reasoning Agents: Bridging Latent Space Reasoning and Text-Based Interaction in Large Language Models

This paper introduces Hybrid Reasoning Agents (HybridAgents), which integrate latent space reasoning with text-based interaction through a unified architecture. The approach achieves 10.4% performance improvements and significant efficiency gains across multiple benchmarks.

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