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DataFunSummit
DataFunSummit
Jan 8, 2024 · Artificial Intelligence

Enterprise Knowledge Recommendation System at Alibaba: Architecture, Challenges, and Large Model Applications

This article presents Alibaba's enterprise knowledge recommendation system, detailing its role in digital transformation, the challenges of long‑document recommendation, the multi‑layer architecture spanning feature, engine, ranking, and functional layers, various recall strategies, progressive ranking models, and the integration and evaluation of large language models for improved recommendation performance.

AIAlibabaEnterprise Digital Transformation
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Enterprise Knowledge Recommendation System at Alibaba: Architecture, Challenges, and Large Model Applications