APA (7th ed.) Citation

Lin, J., Zhang, B., Wang, S., Liu, Z., Gutfreund, D., Shun, J., & Zhu, Y. (2026). How Much Reasoning Do Retrieval-Augmented Models Add beyond LLMs? A Benchmarking Framework for Multi-Hop Inference over Hybrid Knowledge.

Chicago Style (17th ed.) Citation

Lin, Junhong, Bing Zhang, Song Wang, Ziyan Liu, Dan Gutfreund, Julian Shun, and Yada Zhu. How Much Reasoning Do Retrieval-Augmented Models Add Beyond LLMs? A Benchmarking Framework for Multi-Hop Inference over Hybrid Knowledge. 2026.

MLA (9th ed.) Citation

Lin, Junhong, et al. How Much Reasoning Do Retrieval-Augmented Models Add Beyond LLMs? A Benchmarking Framework for Multi-Hop Inference over Hybrid Knowledge. 2026.