Search Results for author: Bin Yin

Found 4 papers, 0 papers with code

Context-based Fast Recommendation Strategy for Long User Behavior Sequence in Meituan Waimai

no code implementations19 Mar 2024 Zhichao Feng, Junjiie Xie, Kaiyuan Li, Yu Qin, Pengfei Wang, Qianzhong Li, Bin Yin, Xiang Li, Wei Lin, Shangguang Wang

We first identify contexts that share similar user preferences with the target context and then locate the corresponding PoIs based on these identified contexts.

Sequential Recommendation

PerCoNet: News Recommendation with Explicit Persona and Contrastive Learning

no code implementations17 Apr 2023 Rui Liu, Bin Yin, Ziyi Cao, Qianchen Xia, Yong Chen, Dell Zhang

Personalized news recommender systems help users quickly find content of their interests from the sea of information.

Contrastive Learning News Recommendation +1

HomoDistil: Homotopic Task-Agnostic Distillation of Pre-trained Transformers

no code implementations19 Feb 2023 Chen Liang, Haoming Jiang, Zheng Li, Xianfeng Tang, Bin Yin, Tuo Zhao

Since the teacher model has a significantly larger capacity and stronger representation power than the student model, it is very difficult for the student to produce predictions that match the teacher's over a massive amount of open-domain training data.

Knowledge Distillation Model Compression +1

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