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Huawei Noah's Ark Lab

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Sohu Tech Products
Sohu Tech Products
Jul 24, 2024 · Artificial Intelligence

LLM4Rec: Exploration and Application of Large Language Models in Recommendation Systems

The talk outlines how large language models, with rich factual knowledge and reasoning abilities, can augment traditional recommendation systems through projects like KAR and Uni‑CTR, demonstrating significant performance gains while highlighting challenges in joint modeling, input strategies, and industrial deployment.

Huawei Noah's Ark LabKARLLM4Rec
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LLM4Rec: Exploration and Application of Large Language Models in Recommendation Systems