Seq2Slate: Re-ranking and Slate Optimization with RNNs

4 October 2018

Papers citing "Seq2Slate: Re-ranking and Slate Optimization with RNNs"

38 / 38 papers shown

Title
Comprehensive List Generation for Multi-Generator Reranking Hailan Yang Zhenyu Qi Shuchang Liu Xiaoyu Yang X. U. Wang Xiang Li Lantao Hu Hao Li Kun Gai OffRL 32 0 0 22 Apr 2025
Advancing Re-Ranking with Multimodal Fusion and Target-Oriented Auxiliary Tasks in E-Commerce Search Enqiang Xu Xinhui Li Zhigong Zhou Jiahao Ji Jinyuan Zhao Dadong Miao Songlin Wang Lin Liu Sulong Xu 41 0 0 11 Aug 2024
Do Not Wait: Learning Re-Ranking Model Without User Feedback At Serving Time in E-Commerce Yuan Wang Zhiyu Li Changshuo Zhang Sirui Chen Xiao Zhang Jun Xu Quan Lin 40 1 0 20 Jun 2024
Adaptively Learning to Select-Rank in Online Platforms Jingyuan Wang Perry Dong Ying Jin Ruohan Zhan Zhengyuan Zhou CML 30 0 0 07 Jun 2024
A Preference-oriented Diversity Model Based on Mutual-information in Re-ranking for E-commerce Search Huimu Wang Mingming Li Dadong Miao Songlin Wang Guoyu Tang Lin Liu Sulong Xu Jinghe Hu 18 1 0 24 May 2024
Make Large Language Model a Better Ranker Wenshuo Chao Zhi Zheng Hengshu Zhu Hao Liu ALM 28 7 0 28 Mar 2024
Non-autoregressive Generative Models for Reranking Recommendation Yuxin Ren Qiya Yang Yichun Wu Wei Xu Yalong Wang Zhiqiang Zhang 35 5 0 10 Feb 2024
MultiSlot ReRanker: A Generic Model-based Re-Ranking Framework in Recommendation Systems Q. Xiao A. Muralidharan B. Tiwana Johnson Jia Fedor Borisyuk Aman Gupta Dawn Woodard OffRL 13 1 0 11 Jan 2024
A Survey on Service Route and Time Prediction in Instant Delivery: Taxonomy, Progress, and Prospects Haomin Wen Youfang Lin Lixia Wu Xiaowei Mao Tianyu Cai ... Guangyin Jin Yiji Zhao Roger Zimmermann Jieping Ye Huaiyu Wan AI4TS 41 4 0 03 Sep 2023
Replace Scoring with Arrangement: A Contextual Set-to-Arrangement Framework for Learning-to-Rank Jiarui Jin Xianyu Chen Weinan Zhang Mengyue Yang Yang Wang Yali Du Yong Yu Jun Wang 11 0 0 05 Aug 2023
Beyond Prediction: On-street Parking Recommendation using Heterogeneous Graph-based List-wise Ranking Hanyu Sun Xiao Shi Huang Wei-Ying Ma AI4TS 22 1 0 29 Apr 2023
Tile Networks: Learning Optimal Geometric Layout for Whole-page Recommendation Shuai Xiao Zaifan Jiang Shuang Yang 14 3 0 03 Mar 2023
PIER: Permutation-Level Interest-Based End-to-End Re-ranking Framework in E-commerce Xiaowen Shi Fan Yang Ze Wang Xiaoxu Wu Muzhi Guan Guogang Liao Yongkang Wang Xingxing Wang Dong Wang 19 3 0 06 Feb 2023
Coordinating CAV Swarms at Intersections with a Deep Learning Model Jiawei Zhang Sheng Li Li Li 34 26 0 10 Nov 2022
Intra-session Context-aware Feed Recommendation in Live Systems Luo Ji Gao Liu Mingyang Yin Hongxia Yang 6 0 0 30 Sep 2022
Personalized Execution Time Optimization for the Scheduled Jobs Yang Liu Juan Wang Zhengxing Chen Ian Fox Imani Mufti Jason Sukumaran Baokun He Xiling Sun Feng Liang 8 1 0 11 Mar 2022
Context Uncertainty in Contextual Bandits with Applications to Recommender Systems Hao Wang Yifei Ma Hao Ding Yuyang Wang 38 6 0 01 Feb 2022
Re-ranking With Constraints on Diversified Exposures for Homepage Recommender System Qianxiu Hao Tianze Luo Guangda Huzhang CML 24 8 0 12 Dec 2021
Edge-Compatible Reinforcement Learning for Recommendations James E. Kostas Philip S. Thomas Georgios Theocharous OffRL 6 0 0 10 Dec 2021
Joint Cluster Head Selection and Trajectory Planning in UAV-Aided IoT Networks by Reinforcement Learning with Sequential Model Botao Zhu E. Bedeer Han Nguyen Robert Barton Jérôme Henry 19 29 0 01 Dec 2021
An Attention Module for Convolutional Neural Networks Zhu Baozhou P. Hofstee Jinho Lee Zaid Al-Ars 14 24 0 18 Aug 2021
Page-level Optimization of e-Commerce Item Recommendations Chieh Lo Hongliang Yu Xin Yin Krutika Shetty Changchen He Kathy Hu Justin Platz Adam Ilardi S. Madhvanath 16 10 0 12 Aug 2021
Conditional Sequential Slate Optimization Yipeng Zhang Mingjian Lu Saratchandra Indrakanti M. Kannadasan A. Bagherjeiran 16 0 0 12 Aug 2021
UAV Trajectory Planning in Wireless Sensor Networks for Energy Consumption Minimization by Deep Reinforcement Learning Botao Zhu E. Bedeer Ha H. Nguyen Robert Barton Jérôme Henry 10 119 0 01 Aug 2021
Combining Reward and Rank Signals for Slate Recommendation Imad Aouali S. Ivanov Mike Gartrell D. Rohde Flavian Vasile Victor Zaytsev Diego Legrand OffRL 14 4 0 26 Jul 2021
Enhancing Cross-Sectional Currency Strategies by Context-Aware Learning to Rank with Self-Attention Daniel Poh Bryan Lim S. Zohren Stephen J. Roberts 15 9 0 20 May 2021
Dynamic Slate Recommendation with Gated Recurrent Units and Thompson Sampling Simen Eide David S. Leslie A. Frigessi BDL OffRL 19 9 0 30 Apr 2021
Set-to-Sequence Methods in Machine Learning: a Review Mateusz Jurewicz Leon Derczynski BDL 27 9 0 17 Mar 2021
Variation Control and Evaluation for Generative SlateRecommendations Shuchang Liu Fei Sun Yingqiang Ge Changhua Pei Yongfeng Zhang 19 20 0 26 Feb 2021
Managing Diversity in Airbnb Search Mustafa Abdool Malay Haldar Prashant Ramanathan Tyler Sax Lanbo Zhang Aamir Mansawala Shulin Yang Thomas Legrand 17 27 0 31 Mar 2020
AliExpress Learning-To-Rank: Maximizing Online Model Performance without Going Online Guangda Huzhang Zhen-Jia Pang Yongqing Gao Yawen Liu Weijie Shen ... Qing Da Anxiang Zeng Han Yu Yang Yu Zhi-Hua Zhou 14 4 0 25 Mar 2020
Listwise Learning to Rank by Exploring Unique Ratings Xiaofeng Zhu Diego Klabjan 28 24 0 07 Jan 2020
Self-Attentive Document Interaction Networks for Permutation Equivariant Ranking Rama Kumar Pasumarthi Xuanhui Wang Michael Bendersky Marc Najork 23 17 0 21 Oct 2019
RecSim: A Configurable Simulation Platform for Recommender Systems Eugene Ie Chih-Wei Hsu Martin Mladenov Vihan Jain Sanmit Narvekar Jing Wang Rui Wu Craig Boutilier 14 177 0 11 Sep 2019
Reinforcement Learning for Slate-based Recommender Systems: A Tractable Decomposition and Practical Methodology Eugene Ie Vihan Jain Jing Wang Sanmit Narvekar Ritesh Agarwal ... Vince Gatto Paul Covington Jim McFadden Tushar Chandra Craig Boutilier OffRL 6 69 0 29 May 2019
Attention Augmented Convolutional Networks Irwan Bello Barret Zoph Ashish Vaswani Jonathon Shlens Quoc V. Le 34 1,000 0 22 Apr 2019
Personalized Re-ranking for Recommendation Changhua Pei Yi Zhang Yongfeng Zhang Fei Sun Xiao Lin Hanxiao Sun Jian Wu Peng Jiang Wenwu Ou OffRL 11 6 0 15 Apr 2019
Fairness in Recommendation Ranking through Pairwise Comparisons Alex Beutel Jilin Chen Tulsee Doshi Hai Qian Li Wei ... Lukasz Heldt Zhe Zhao Lichan Hong Ed H. Chi Cristos Goodrow FaML 23 372 0 02 Mar 2019