Joint Optimization of Ranking and Calibration with Contextualized Hybrid
Model

Joint Optimization of Ranking and Calibration with Contextualized Hybrid Model

12 August 2022

Xiang-Rong Sheng

Papers citing "Joint Optimization of Ranking and Calibration with Contextualized Hybrid Model"

14 / 14 papers shown

Title
Unconstrained Monotonic Calibration of Predictions in Deep Ranking Systems Yimeng Bai Shunyu Zhang Wenjie Qu Hu Liu Wentian Bao Enyun Yu Fuli Feng Wenwu Ou 35 0 0 19 Apr 2025
PRECTR: A Synergistic Framework for Integrating Personalized Search Relevance Matching and CTR Prediction Rong Chen Shuzhi Cao Ailong He Shuguang Han Jufeng Chen 54 0 0 24 Mar 2025
Learning Cascade Ranking as One Network Yunli Wang Zhenru Zhang Zihan Wang Zhengyuan Yang Yunshui Li Jian Yang Shiyang Wen Peng Jiang Kun Gai 49 0 0 13 Mar 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 57 0 0 17 Feb 2025
AdaPRL: Adaptive Pairwise Regression Learning with Uncertainty Estimation for Universal Regression Tasks Fuhang Liang Rucong Xu Deng Lin OOD 38 0 0 10 Jan 2025
Scaling Laws for Online Advertisement Retrieval Yunli Wang Zhengyuan Yang Z. Zhang Zhiqiang Wang Jian Yang Shiyang Wen Peng Jiang Kun Gai OffRL 75 4 0 20 Nov 2024
Enhancing Taobao Display Advertising with Multimodal Representations: Challenges, Approaches and Insights Xiang-Rong Sheng Feifan Yang Litong Gong Biao Wang Zhangming Chan ... Tiezheng Ge Ziru Xu Yuning Jiang Jian Xu Bo Zheng 39 2 0 28 Jul 2024
A Self-boosted Framework for Calibrated Ranking Shunyu Zhang Hu Liu Wentian Bao Enyun Yu Yang Song 54 2 0 12 Jun 2024
Ads Recommendation in a Collapsed and Entangled World Junwei Pan Wei Xue Ximei Wang Haibin Yu Xun Liu Shijie Quan Xueming Qiu Dapeng Liu Lei Xiao Jie Jiang 53 5 0 22 Feb 2024
Rec4Ad: A Free Lunch to Mitigate Sample Selection Bias for Ads CTR Prediction in Taobao Jingyue Gao Shuguang Han Ziru Xu Siran Yang Yuning Jiang Jian Xu Bo Zheng 33 11 0 06 Jun 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 32 9 0 06 Jun 2023
Capturing Conversion Rate Fluctuation during Sales Promotions: A Novel Historical Data Reuse Approach Zhangming Chan Yu Zhang Shuguang Han Yong Bai Xiang-Rong Sheng ... Jiacen Hu Baolin Liu Yuning Jiang Jian Xu Bo Zheng 23 10 0 22 May 2023
Towards Understanding the Overfitting Phenomenon of Deep Click-Through Rate Prediction Models Zhaorui Zhang Xiang-Rong Sheng Yujing Zhang Biye Jiang Shuguang Han Hongbo Deng Bo Zheng CML 38 36 0 04 Sep 2022
On the Calibration and Uncertainty of Neural Learning to Rank Models Gustavo Penha C. Hauff 179 30 0 12 Jan 2021