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20242026
most citedScaling Down, Serving Fast: Compressing and Deploying Efficient LLMs for Recommendation Systems

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cs.CL2026

Grounded Token Initialization for New Vocabulary in LMs for Generative Recommendation

Daiwei Chen, Zhoutong Fu, Chengming Jiang +12

Language models (LMs) are increasingly extended with new learnable vocabulary tokens for domain-specific tasks, such as Semantic-ID tokens in generative recommendation. The standar…