Monolith: Real Time Recommendation System with Collisionless Embedding Table

Zhuoran Liu 0004, Leqi Zou, Xuan Zou, Caihua Wang, Biao Zhang, Da Tang, Bolin Zhu, Yijie Zhu, Peng Wu, Ke Wang, Youlong Cheng. Monolith: Real Time Recommendation System with Collisionless Embedding Table. In João Vinagre, Marie Al-Ghossein, Alípio Mário Jorge, Albert Bifet, Ladislav Peska, editors, Proceedings of the 5th Workshop on Online Recommender Systems and User Modeling co-located with the 16th ACM Conference on Recommender Systems, ORSUM@RecSys 2022, Seattle, WA, USA, September 23rd, 2022. Volume 3303 of CEUR Workshop Proceedings, CEUR-WS.org, 2022. [doi]

Abstract

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