Towards a Better Tradeoff between Effectiveness and Efficiency in
Pre-Ranking: A Learnable Feature Selection based Approach

Towards a Better Tradeoff between Effectiveness and Efficiency in Pre-Ranking: A Learnable Feature Selection based Approach

17 May 2021

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Papers citing "Towards a Better Tradeoff between Effectiveness and Efficiency in Pre-Ranking: A Learnable Feature Selection based Approach"

12 / 12 papers shown

Title
OneSug: The Unified End-to-End Generative Framework for E-commerce Query Suggestion Xian Guo Ben Chen Siyuan Wang Ying Yang Chenyi Lei Yuqing Ding Han Li 7 0 0 07 Jun 2025
Killing Two Birds with One Stone: Unifying Retrieval and Ranking with a Single Generative Recommendation Model Lefei Zhang Kenan Song Yi Quan Lee Wei Guo Hao Wang Yawen Li Huifeng Guo Yang Liu Defu Lian Enhong Chen 91 1 0 23 Apr 2025
InteractRank: Personalized Web-Scale Search Pre-Ranking with Cross Interaction Features Sujay Khandagale Bhawna Juneja Prabhat Agarwal Aditya Subramanian Jaewon Yang Yuting Wang 78 0 0 09 Apr 2025
Unleashing the Potential of Two-Tower Models: Diffusion-Based Cross-Interaction for Large-Scale Matching Yihan Wang Fei Xiong Zhexin Han Qi Song Kaiqiao Zhan Ben Wang 69 1 0 28 Feb 2025
OneRec: Unifying Retrieve and Rank with Generative Recommender and Iterative Preference Alignment Jiaxin Deng Shiyao Wang Kuo Cai Lejian Ren Qigen Hu Weifeng Ding Qiang Luo Guorui Zhou 119 12 0 26 Feb 2025
A Hybrid Cross-Stage Coordination Pre-ranking Model for Online Recommendation Systems Binglei Zhao Houying Qi Guang Xu Mian Ma Xiwei Zhao Feng Mei Sulong Xu Jinghe Hu 89 1 0 17 Feb 2025
DTN: Deep Multiple Task-specific Feature Interactions Network for Multi-Task Recommendation Yaowen Bi Yuteng Lian Jie Cui Jun Liu Peijian Wang ... Wenzhuo Song Yang Sun Weiwei Zhang Mingchen Cai Guanxing Zhang 23 0 0 21 Aug 2024
Rethinking Large-scale Pre-ranking System: Entire-chain Cross-domain Models Jinbo Song Ruoran Huang Xinyang Wang Wei Huang Qian Yu ... Chaosheng Fan Changping Peng Zhangang Lin Jinghe Hu Jingping Shao MQ LRM 42 4 0 12 Oct 2023
Towards the Better Ranking Consistency: A Multi-task Learning Framework for Early Stage Ads Ranking Xuewei Wang Qiang Jin Shengyu Huang Min Zhang Xi Liu ... Jiyan Yang Ellie Wen Sagar Chordia Wenlin Chen Qin Huang 50 4 0 12 Jul 2023
COPR: Consistency-Oriented Pre-Ranking for Online Advertising Zhishan Zhao Jing Gao Yu Zhang Shuguang Han Siyuan Lou ... Zhe Wang Ziru Xu Yuning Jiang Jian Xu Bo Zheng 100 13 0 06 Jun 2023
EasyRec: An easy-to-use, extendable and efficient framework for building industrial recommendation systems Mengli Cheng Yue Gao Guoqiang Liu Hongsheng Jin Xiaowen Zhang 62 4 0 26 Sep 2022
Are We There Yet? A Decision Framework for Replacing Term Based Retrieval with Dense Retrieval Systems Sebastian Hofstatter Nick Craswell Bhaskar Mitra Hamed Zamani Allan Hanbury 74 5 0 26 Jun 2022