Author

Wei Yang

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Jul 2026

LaRec: Unleashing LLM-based Latent Reasoning for Generative Recommendation

This work proposes LaRec, an efficient generative recommendation framework designed to unleash the potential of latent reasoning in LLMs by designing Latent Pre-training that empowers LLMs with latent reasoning capabilities by providing rich supervisory signals to the latent space reasoning via step-level alignment and process direction alignment.

Yu Xia, Zihan Lin, Wei Yang et al. · arXiv.org · 0 citations