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

Nathalie Rauschmayr, Vikas Kumar, Rahul Huilgol and

Andrea Olgiati, Satadal Bhattacharjee, Nihal Harish, Vandana Kannan, Amol Lele, Anirudh Acharya, Jared Nielsen, Lakshmi Ramakrishnan, Ishan Bhatt, Kohen Chia, Neelesh Dodda, Zhihan Li, Jiacheng Gu, Miyoung Choi, Balajee Nagarajan Nagarajan, Jeffrey Geevarghese, Denis Davydenko, Sifei Li, Lu Huang, Edward Kim, Tyler Hill, Krishnaram Kenthapadi

Keywords Abstract Paper

Nathalie Rauschmayr, Vikas Kumar, Rahul Huilgol and

Andrea Olgiati, Satadal Bhattacharjee, Nihal Harish, Vandana Kannan, Amol Lele, Anirudh Acharya, Jared Nielsen, Lakshmi Ramakrishnan, Ishan Bhatt, Kohen Chia, Neelesh Dodda, Zhihan Li, Jiacheng Gu, Miyoung Choi, Balajee Nagarajan Nagarajan, Jeffrey Geevarghese, Denis Davydenko, Sifei Li, Lu Huang, Edward Kim, Tyler Hill, Krishnaram Kenthapadi

Keywords Abstract Paper

Junshu Jiang, Songyun Ye, Wei Wang and

Jingran Xu, Xiaosheng Luo

Keywords Abstract Paper

person-job fit, deepfm, lstm, cnn, job post, resume, feature fusion

Yiren Chen, Yaming Yang, Hong Sun and

Yujing Wang, Yu Xu, Wei Shen, Rong Zhou, Yunhai Tong, Jing Bai, Ruofei Zhang

Keywords Abstract Paper

neural architecture search, knowledge distillation, ad relevance

Swadheen Shukla, Lars Liden, Shahin Shayandeh and

Eslam Kamal, Jinchao Li, Matt Mazzola, Thomas Park, Baolin Peng, Jianfeng Gao

Keywords Abstract Paper

Task-Oriented Systems, dialog managers, Dialog Managers, task-oriented system

Che Liu, Junfeng Jiang, Chao Xiong and

Yi Yang, Jieping Ye

Keywords Abstract Paper

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

Jensen Gao, Siddharth Reddy, Glen Berseth and

Nick Hardy, Nikhilesh Natraj, Karunesh Ganguly, Anca Dragan, Sergey Levine

Keywords Abstract Paper

reinforcement learning, human-computer interaction

Ziyu Yao, Yiqi Tang, Wen-tau Yih and

Huan Sun, Yu Su

Keywords Abstract Paper

bootstrapping, fine-tuning parsers, theoretical analysis, text-to-sql problem

Bowen Hao, Jing Zhang, Cuiping Li and

Hong Chen, Hongzhi Yin

Keywords Abstract Paper

Weixin Liang, James Zou, Zhou Yu

Keywords Abstract Paper

Automatic Evaluation, Open evaluation, dialog research, dialog evaluation

Alane Suhr, Ming-Wei Chang, Peter Shaw, Kenton Lee

Keywords Abstract Paper

Exploring Challenges, Cross-Database Parsing, cross-database XSP, cross-database

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

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

Xiang Hu, Zujie Wen, Yafang Wang and

Xiaolong Li, Gerard de Melo

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

Qian Yu, Lidong Bing, Qiong Zhang and

Wai Lam, Luo Si

Keywords Abstract Paper

Review-based Generation, Adaptive Transfer, Adaptive Augmentation, online services

Yulong Gu, Zhuoye Ding, Shuaiqiang Wang and

Lixin Zou, Yiding Liu, Dawei Yin

Keywords Abstract Paper

click-through rate prediction, conversation rate prediction, recommender systems, e-commerce, multi-task learning

Wenxuan Zhang, Yang Deng, Wai Lam

Keywords Abstract Paper

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

Stephen Roller, Emily Dinan, Naman Goyal and

Da Ju, Mary Williamson, Yinhan Liu, Jing Xu, Myle Ott, Eric Michael Smith, Y-Lan Boureau, Jason Weston

Keywords Abstract Paper

Izzeddin Gur, Natasha Jaques, Yingjie Miao and

Jongwook Choi, Manoj Tiwari, Honglak Lee, Aleksandra Faust

Keywords Abstract Paper

reinforcement learning and planning, robustness, graph learning

Jiahuan Zhou, Bing Su, Ying Wu

Keywords Abstract Paper

person re-identification, online learning, instance metric adaptation, frequent pattern mining, unsupervised learning, theoretical analysis

Yang Zhang, Dong Wang, Qiang Li and

Yue Shen, Ziqi Liu, Xiaodong Zeng, Zhiqiang Zhang, Jinjie Gu, Derek F. Wong

Keywords Abstract Paper

Machine Learning, Deep Learning, Applications of Supervised Learning, Recommender Systems

Ehsan Emamjomeh-Zadeh, Renato Paes Leme, Jon Schneider, Balasubramanian Sivan

Keywords Abstract Paper

Machine Learning, Online Learning, Economic Paradigms, Auctions and Market-Based Systems

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

Tao Wu, Ellie Ka-In Chio, Heng-Tze Cheng and

Yu Du, Steffen Rendle, Dima Kuzmin, Ritesh Agarwal, Li Zhang, John Anderson, Sarvjeet Singh, Tushar Chandra, Ed H. Chi, Wen Li, Ankit Kumar, Xiang Ma, Alex Soares, Nitin Jindal, Pei Cao

Keywords Abstract Paper

search, recommender systems, zero-shot learning, transfer learning

Lei Han, Tianwa Chen, Gianluca Demartini and

Marta Indulska, Shazia Sadiq

Keywords Abstract Paper

interaction behavior, search pattern, data curation

Megha Jhunjhunwala, Caleb Bryant, Pararth Shah

Keywords Abstract Paper

Hao Gong, Qifang Zhao, Tianyu Li and

Derek Cho, DuyKhuong Nguyen

Keywords Abstract Paper

multi-task learning, multi-modal model, representation learning, meta-learning

Qitian Wu, Hengrui Zhang, Xiaofeng Gao and

Junchi Yan, Hongyuan Zha

Keywords Abstract Paper

Applications, Recommender Systems

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

Fabio Cermelli, Massimiliano Mancini, Yongqin Xian and

Zeynep Akata, Barbara Caputo

Keywords Abstract Paper

segmentation, incremental learning, continual learning, few shot learning, any shot learning, prototype, knowledge distillation

Varun Chandrasekaran, Kamalika Chaudhuri, Irene Giacomelli and

Somesh Jha, Songbai Yan

Keywords Abstract Paper

Samarth Aggarwal, Rohin Garg, Abhilasha Sancheti and

Bhanu Prakash Reddy Guda, Iftikhar Ahamath Burhanuddin

Keywords Abstract Paper

user goals, context-aware recommendation, application logs, topic modeling, command recommendation

Bin Liu, Chenxu Zhu, Guilin Li and

Weinan Zhang, Jincai Lai, Ruiming Tang, Xiuqiang He, Zhenguo Li, Yong Yu

Keywords Abstract Paper

feature selection, neural architecture search, recommendation, factorization machine

Tameem Adel, Han Zhao, Richard E. Turner

Keywords Abstract Paper

Continual learning

Maik Fröbe, Janek Bevendorff, Jan Heinrich Reimer and

Martin Potthast, Matthias Hagen

Keywords Abstract Paper

near-duplicate-detection, selection bias, learning to rank, novelty principle

Arnav Kumar Jain, Gundeep Arora, Rahul Agrawal

Keywords Abstract Paper

cross-lingual information retrieval, graph regularization, topic models

Kalyani Roy, Smit Shah, Nithish Pai and

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

Keywords Abstract Paper

Hou Pong Chan, Wang Chen, Irwin King

Keywords Abstract Paper

multi-task learning, review summarization, text summarization, sentiment classification