Zhangming Chan, Yuchi Zhang, Xiuying Chen and

Shen Gao, Zhiqiang Zhang, Dongyan Zhao, Rui Yan

Keywords Abstract Paper

multi-product generation, real-world problem, ad task, human evaluations

Weiran Shen, Pingzhong Tang, Xun Wang and

Yadong Xu, Xiwang Yang

Keywords Abstract Paper

Tiangang Zhu, Yue Wang, Haoran Li and

Youzheng Wu, Xiaodong He, Bowen Zhou

Keywords Abstract Paper

e-commerce scenarios, product retrieval, attribute tasks, multimodal method

Liyi Guo, Rui Lu, Haoqi Zhang and

Junqi Jin, Zhenzhe Zheng, Fan Wu, Jin Li, Haiyang Xu, Han Li, Wenkai Lu, Jian Xu, Kun Gai

Keywords Abstract Paper

advertiser satisfaction prediction, display advertisement, e-commerce, advertiser intent identification

Jin Chen, Tiezheng Ge, Gangwei Jiang and

Zhiqiang Zhang, Defu Lian, Kai Zheng

Keywords Abstract Paper

Wenxuan Zhang, Qian Yu, Wai Lam

Keywords Abstract Paper

Xiangzeng Zhou, Pan Pan, Yun Zheng and

Yinghui Xu, Rong Jin

Keywords Abstract Paper

co-training, long-tailed, attention, product recognition, side information

Liangwei Li, Liucheng Sun, Chenwei Weng and

Chengfu Huo, Weijun Ren

Keywords Abstract Paper

real-time intent detection, e-commerce, multiple-choice knapsack problem, electronic coupon allocation

Joel Stehouwer, Amin Jourabloo, Yaojie Liu, Xiaoming Liu

Keywords Abstract Paper

generic objects, gan-based framework, anti-spoofing, noise modeling, image synthesis

Hong Wen, Jing Zhang, Yuan Wang and

Fuyu Lv, Wentian Bao, Quan Lin, Keping Yang

Keywords Abstract Paper

entire space multi-task learning, post-click behavior decomposition, recommender system, conversion rate prediction

Yuan Deng, Sébastien Lahaie, Vahab Mirrokni

Keywords Abstract Paper

Learning Theory

Muhammad Umer Anwaar, Dmytro Rybalko, Martin Kleinsteuber

Keywords Abstract Paper

information retrieval, ranking and preference learning, learning to rank, e-commerce search, implicit feedback, counterfactual risk minimization, dataset, mining data logs

Yoshifumi Seki, Takanori Maehara

Keywords Abstract Paper

recommender systems, datasets

Jia-Qi Yang, Xiang Li, Shuguang Han and

Tao Zhuang, De-Chuan Zhan, Xiaoyi Zeng, Bin Tong

Keywords Abstract Paper

Liucheng Sun, Chenwei Weng, Chengfu Huo and

Weijun Ren, Guochuan Zhang, Xin Li

Keywords Abstract Paper

Anxiang Zeng, Han Yu, Hualin He and

Yabo Ni, Yongliang Li, Jingren Zhou, Chunyan Miao

Keywords Abstract Paper

Feng-Lin Li, Hehong Chen, Guohai Xu and

Tian Qiu, Feng Ji, Ji Zhang, Haiqing Chen

Keywords Abstract Paper

e-commerce, pre-sales customer service, domain knowledge graph

Zhaoqing Peng, Junqi Jin, Lan Luo and

Yaodong Yang, Rui Luo, Jun Wang, Weinan Zhang, Haiyang Xu, Miao Xu, Chuan Yu, Tiejian Luo, Han Li, Jian Xu, Kun Gai

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online advertising, partially observable markov decision process

Yandan Yang, Lu Sheng, Xiaolong Jiang and

Haochen Wang, Dong Xu, Xianbin Cao

Keywords Abstract Paper

Xiaotian Hao, Zhaoqing Peng, Yi Ma and

Guan Wang, Junqi Jin, Jianye Hao, Shan Chen, Rongquan Bai, Mingzhou Xie, Miao Xu, Zhenzhe Zheng, Chuan Yu, HAN LI, Jian Xu, Kun Gai

Keywords Abstract Paper

Applications - Other

Zhibo Xiao, Luwei Yang, Wen Jiang and

Yi Wei, Yi Hu, Hao Wang

Keywords Abstract Paper

click-through rate prediction, multi-interest, recommender system

Yorick Spenrath, Marwan Hassani, Boudewijn van Dongen, Haseeb Tariq

Keywords Abstract Paper

distance metric, transaction categorization, clustering, optimization

Moumita Bhattacharya, Amey Barapatre

Keywords Abstract Paper

Yang Liu, Zhengxing Chen, Kittipat Virochsiri and

Juan Wang, Jiahao Wu, Feng Liang

Keywords Abstract Paper

Jacopo Tagliabue, Bingqing Yu, Marie Beaulieu

Keywords Abstract Paper

Yong Li, Zihao Zhao, Zhiwei Fang and

Kui Ma, Yafei Yao, Changping Peng, Yongjun Bao, Weipeng Yan

Keywords Abstract Paper

Targeted Advertising, Tag-wise Targeting, Smart Targeting

Ritwik Sinha, Ivan Andrus, Trevor Paulsen

Keywords Abstract Paper

multi-channel attribution, digital marketing, cooperative game theory

Wenxuan Zhang, Yang Deng, Wai Lam

Keywords Abstract Paper

product question answering, e-commerce, answer ranking, question answering

Haolan Zhan, Hainan Zhang, Hongshen Chen and

Lei Shen, Yanyan Lan, Zhuoye Ding, Dawei Yin

Keywords Abstract Paper

natural language generation, transformer, recommendation reason, posterior network, self-attention

Junnan Li, Ramprasaath Selvaraju, Akhilesh Gotmare and

Shafiq Joty, Caiming Xiong, Steven Chu Hong Hoi

Keywords Abstract Paper

transformers, vision, representation learning

Lianghao Xia, Chao Huang, Yong Xu and

Peng Dai, Bo Zhang, Liefeng Bo

Keywords Abstract Paper

collaborative filtering, transformer network, recommendation, multi-behavior learning, deep neural networks

Hui Chen, Guiguang Ding, Xudong Liu and

Zijia Lin, Ji Liu, Jungong Han

Keywords Abstract Paper

cross-modal image text retrieval, iterative matching, recurrent attention memory

Junheng Hao, Tong Zhao, Jin Li and

Xin Luna Dong, Christos Faloutsos, Yizhou Sun, Wei Wang

Keywords Abstract Paper

complementary product recommendation, product relationship understanding, recommender system

Haolan Zhan, Hainan Zhang, Hongshen Chen and

Lei Shen, Zhuoye Ding, Yongjun Bao, Weipeng Yan, Yanyan Lan

Keywords Abstract Paper

Djordje Gligorijevic, Tian Zhou, Bharatbhushan Shetty and

Brendan Kitts, Shengjun Pan, Junwei Pan, Aaron Flores

Keywords Abstract Paper

bid shading, online bidding, factorization machines

Viktor Pekar

Keywords Abstract Paper

accounts, behaviors, clusters, embeddings, facebook, facebook twitter, representations, search, search engine, similarity, topic, twitter, types, word embeddings, words

Shaoli Huang, Xinchao Wang, Dacheng Tao

Keywords Abstract Paper

Zenan Wang, Xuan Yin, Tianbo Li, Liangjie Hong

Keywords Abstract Paper

causal inference, evaluation metric, experiment, dose-response function, a/b test, mediation analysis, business kpi, meta-analysis

Yuta Saito, Gota Morisihta, Shota Yasui

Keywords Abstract Paper

dual learning, delayed feedback, inverse propensity score

Yu Liu, Xiaoxiao Xu, Jincheng Wang and

Yong Li, Changping Peng, Yongjun Bao, Weipeng P.Yan

Keywords Abstract Paper

Multi-arm bandits, Learning to rank