Michaeel Kazi, Weiwei Guo, Huiji Gao, Bo Long

Keywords Abstract Paper

sequence to sequence, query suggestion, click aware, online inference, learning to rank

Tony Ginart, Eva Zhang, Yongchan Kwon, James Zou

Keywords Abstract Paper

Kuan Xu, Chilin Fu, Xiaolu Zhang and

Cen Chen, Ya-Lin Zhang, Wenge Rong, Zujie Wen, Jun Zhou, Xiaolong Li, Yu Qiao

Keywords Abstract Paper

recommender system, multiple instancelearning, user intent prediction

Wenxuan Zhang, Yang Deng, Wai Lam

Keywords Abstract Paper

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

Yongzhen Wang, Jian Wang, Heng Huang and

Hongsong Li, Xiaozhong Liu

Keywords Abstract Paper

product description generation, neural network, sequence-to-sequence, click-through rate, reinforcement learning

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

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

Keywords Abstract Paper

distance metric, transaction categorization, clustering, optimization

Quinlan Dawkins, Minbiao Han, Haifeng Xu

Keywords Abstract Paper

Janusz Tracz, Piotr Iwo Wójcik, Kalina Jasinska-Kobus and

Riccardo Belluzzo, Robert Mroczkowski, Ireneusz Gawlik

Keywords Abstract Paper

Kalyani Roy, Smit Shah, Nithish Pai and

Jaidam Ramtej, Prajit Nadkarni, Jyotirmoy Banerjee, Pawan Goyal, Surender Kumar

Keywords Abstract Paper

Che Liu, Junfeng Jiang, Chao Xiong and

Yi Yang, Jieping Ye

Keywords Abstract Paper

customer service, triggering model, chatbot, self-supervised learning

Max Biggs, Wei Sun, Markus Ettl

Keywords Abstract Paper

Applications, Computational Social Science

Dong Sun, Zezheng Feng, Yuanzhe Chen and

Yong Wang, Jia Zeng, Mingxuan Yuan, Ting-Chuen Pong, Huamin Qu

Keywords Abstract Paper

interactive visualization, model selection, product demand forecasting, time series

Tobias Schnabel, Gonzalo Ramos, Saleema Amershi

Keywords Abstract Paper

user preferences, onboarding experiences, user control

Yuan Deng, Sébastien Lahaie, Vahab Mirrokni

Keywords Abstract Paper

Learning Theory

Han Zhang, Songlin Wang, Kang Zhang and

Zhiling Tang, Yunjiang Jiang, Yun Xiao, Weipeng Yan, Wen-Yun Yang

Keywords Abstract Paper

semantic matching, search, neural networks

Renato Leme, Balasubramanian Sivan, Yifeng Teng, Pratik Worah

Keywords Abstract Paper

Theory, Game Theory and Computational Economics

Xu HE, Bo An, Yanghua Li and

Haikai Chen, Rundong Wang, Xinrun Wang, Runsheng Yu, Xin Li, Zhirong Wang

Keywords Abstract Paper

Reinforcement learning

Wenxuan Zhang, Qian Yu, Wai Lam

Keywords Abstract Paper

Fabio Casati, Veeru Metha, Gopal Sarda and

Sagar Davasam, Kannan Govindarajan

Keywords Abstract Paper

Mingming Guo, Nian Yan, Xiquan Cui and

San He Wu, Unaiza Ahsan, Rebecca West, Khalifeh Al Jadda

Keywords Abstract Paper

Jiangxing Yu, Hong Zhu, Chih-Yao Chang and

Xinhua Feng, Bowen Yuan, Xiuqiang He, Zhenhua Dong

Keywords Abstract Paper

recommender system, influence function, counterfactual learning

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

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

Zhenwen Dai, Praveen Chandar, Ghazal Fazelnia and

Benjamin Carterette, Mounia Lalmas

Keywords Abstract Paper

Algorithms -> Relational Learning; Algorithms -> Representation Learning, Deep Learning

Dilip Arumugam, Benjamin Van Roy

Keywords Abstract Paper

Reinforcement Learning and Planning, Bandits

Liting Liu, Jie Liu, Wenzheng Zhang and

Ziming Chi, Wenxuan Shi, Yalou Huang

Keywords Abstract Paper

Job Generation, recruiting process, conditional problem, Skill-Aware Model

Liucheng Sun, Chenwei Weng, Chengfu Huo and

Weijun Ren, Guochuan Zhang, Xin Li

Keywords Abstract Paper

Jatin Ganhotra, Haggai Roitman, Doron Cohen and

Nathaniel Mills, Chulaka Gunasekara, Yosi Mass, Sachindra Joshi, Luis Lastras, David Konopnicki

Keywords Abstract Paper

customer conversations, predicting documents, customer agents, information models

Xiaoru Qu, Zhao Li, Jialin Wang and

Zhipeng Zhang, Pengcheng Zou, Junxiao Jiang, Jiaming Huang, Rong Xiao, Ji Zhang, Jun Gao

Keywords Abstract Paper

e-commerce, review helpfulness prediction, graph neural networks

Wenxuan Zhang, Yang Deng, Jing Ma, Wai Lam

Keywords Abstract Paper

online shopping, evidence-based tasks, answer problem, product-related platforms

Qilin Deng, Kai Wang, Minghao Zhao and

Zhene Zou, Runze Wu, Jianrong Tao, Changjie Fan, Liang Chen

Keywords Abstract Paper

graph neural networks, recommender system, deep learning, link prediction, neural networks, bundle recommendation

Michael Chang, Sid Kaushik, S. Matthew Weinberg and

Sergey Levine, Thomas Griffiths

Keywords Abstract Paper

Reinforcement Learning - General

Baoxu Shi, Jaewon Yang, Feng Guo, Qi He

Keywords Abstract Paper

job targeting, skill recommendation, skill inference

Wilko Schwarting, Tim Seyde, Igor Gilitschenski and

Lucas Liebenwein, Ryan Sander, Sertac Karaman, Daniela Rus

Keywords Abstract Paper

Dalin Guo, Sofia Ira Ktena, Pranay Kumar Myana and

Ferenc Huszar, Wenzhe Shi, Alykhan Tejani, Michael Kneier, Sourav Das

Keywords Abstract Paper

Contextual bandit, Recommender Systems, Algorithmic bias

Jacopo Tagliabue, Bingqing Yu, Marie Beaulieu

Keywords Abstract Paper

Moumita Bhattacharya, Amey Barapatre

Keywords Abstract Paper

Alexey Drutsa

Keywords Abstract Paper

Learning Theory

Marco Morik, Ashudeep Singh, Jessica Hong, Thorsten Joachims

Keywords Abstract Paper

Machine Learning, Learning Preferences or Rankings, Fairness, Information Retrieval, Online Learning