Koustuv Saha, Amit Sharma

Keywords Abstract Paper

cases, causal, changes, clusters, communities, factors, health, health communities, interventions, language style, languages, mental health, questions, style

Claudette Pretorius, Darragh McCashin, Naoise Kavanagh, David Coyle

Keywords Abstract Paper

mental health, help-seeking, search, young people, behaviour, co-design, personas, mixed methods

Qingxia Liu, Yue Chen, Gong Cheng and

Evgeny Kharlamov, Junyou Li, Yuzhong Qu

Keywords Abstract Paper

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

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

Qitian Wu, Hengrui Zhang, Xiaofeng Gao and

Junchi Yan, Hongyuan Zha

Keywords Abstract Paper

Applications, Recommender Systems

Elizabeth Murnane, Xin Jiang, Anna Kong and

Michelle Park, Weili Shi, Connor Soohoo, Luke Vink, Iris Xia, Xin Yu, John Yang-Sammataro, Grace Young, Jenny Zhi, Paula Moya, James Landay

Keywords Abstract Paper

narrative feedback, ambient display, mobile health

Limeng Cui, Haeseung Seo, Maryam Tabar and

Fenglong Ma, Suhang Wang, Dongwon Lee

Keywords Abstract Paper

fake news, medical knowledge graph, graph neural network, healthcare misinformation

Qinxu Ding, Yong Liu, Chunyan Miao and

Fei Cheng, Haihong Tang

Keywords Abstract Paper

Jinhe Shi, Yi Chen

Keywords Abstract Paper

experience mining, user modeling, deep neural networks, online health communities

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

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

Jacinta Jardine, Caroline Earley, Derek Richards and

Ladislav Timulak, Jorge Palacios, Daniel Duffy, Karen Tierney, Gavin Doherty

Keywords Abstract Paper

icbt, user experience, mental health, longitudinal study

Chao Huang

Keywords Abstract Paper

Knowledge representation and reasoning, General

Sriram Vasudevan, Krishnaram Kenthapadi

Keywords Abstract Paper

scalable framework, distributed computation, fairness-aware machine learning, linkedin fairness toolkit

Jiaxing Wang, Haoli Bai, Jiaxiang Wu and

Xupeng Shi, Junzhou Huang, Irwin King, Michael Lyu, Jian Cheng

Keywords Abstract Paper

Pepa Atanasova, Jakob Grue Simonsen, Christina Lioma, Isabelle Augenstein

Keywords Abstract Paper

downstream tasks, machine learning, explainability techniques, diverse techniques

Xiang Gao, Yizhe Zhang, Michel Galley and

Chris Brockett, Bill Dolan

Keywords Abstract Paper

feedback prediction, ranking problem, predicting feedback, open-domain models

Ashish Sharma, Monojit Choudhury, Tim Althoff, Amit Sharma

Keywords Abstract Paper

attention, distinct, engagement, factors, health, interactions, large_scale, mental health, rates, reddit, retention rates, sentiment

Darius Afchar, Romain Hennequin

Keywords Abstract Paper

Implicit Recommender System, Interpretable machine learning

Dongjie Wang, Pengyang Wang, Kunpeng Liu and

Yuanchun Zhou, Charles E Hughes, Yanjie Fu

Keywords Abstract Paper

Mingxiao An, Sundong Kim

Keywords Abstract Paper

user embedding, web browsing, demographic prediction

Yuqing Du, Stas Tiomkin, Emre Kiciman and

Daniel Polani, Pieter Abbeel, Anca Dragan

Keywords Abstract Paper

Jörg Franke, Gregor Koehler, André Biedenkapp, Frank Hutter

Keywords Abstract Paper

Neuroevolution, Hyperparameter Optimization, Deep Reinforcement Learning, AutoRL

Bowen Wu, Mengyuan Li, Zongsheng Wang and

Yifu Chen, Derek F. Wong, Qihang Feng, Junhong Huang, Baoxun Wang

Keywords Abstract Paper

conversational agents, optimization, persona-aware generation, Variational Generator

Paul Liang, Chiyu Wu, Louis-Philippe Morency, Russ Salakhutdinov

Keywords Abstract Paper

Social Aspects of Machine Learning, Fairness, Accountability, and Transparency

Zhibo Xiao, Luwei Yang, Wen Jiang and

Yi Wei, Yi Hu, Hao Wang

Keywords Abstract Paper

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

Nezihe Merve Gürel, Xiangyu Qi, Luka Rimanic and

Ce Zhang, Bo Li

Keywords Abstract Paper

Algorithms, Adversarial Examples

Zachary Levonian, Drew Richard Erikson, Wenqi Luo and

Saumik Narayanan, Sabirat Rubya, Prateek Vachher, Loren Terveen, Svetlana Yarosh

Keywords Abstract Paper

behaviors, cancer, classification, common, communities, contexts, health, humans, learning, services, texts

Hao Gong, Qifang Zhao, Tianyu Li and

Derek Cho, DuyKhuong Nguyen

Keywords Abstract Paper

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

Megha Jhunjhunwala, Caleb Bryant, Pararth Shah

Keywords Abstract Paper

Michael Tsang, Dehua Cheng, Hanpeng Liu and

Xue Feng, Eric Zhou, Yan Liu

Keywords Abstract Paper

Feature Interaction, Interpretability, Black Box, AutoML

Mawulolo K. Ameko, Miranda L. Beltzer, Lihua Cai and

Mehdi Boukhechba, Bethany A. Teachman, Laura E. Barnes

Keywords Abstract Paper

Offline contextual bandits, Health recommender systems, Mobile health, Emotion regulation, User modeling

Adit Krishnan, Mahashweta Das, Mangesh Bendre and

Hao Yang, Hari Sundaram

Keywords Abstract Paper

data sparsity, transfer learning, cross-domain recommendation, contextual invariants, neural layer adaptation

Liu Yang, Bo Liu, Leyu Lin and

Feng Xia, Kai Chen, Qiang Yang

Keywords Abstract Paper

online learning, cluster-of-bandit, recommendation system

Li Chenghao, Tonghan Wang, Chengjie Wu and

Qianchuan Zhao, Jun Yang, Chongjie Zhang

Keywords Abstract Paper

deep learning, optimization, reinforcement learning and planning

Yuhao Zhang, Derek Merck, Emily Tsai and

Christopher D. Manning, Curtis Langlotz

Keywords Abstract Paper

Summarizing Reports, real-world applications, summarization reports, Neural models

Xun Xian, Xinran(Carrie) Wang, Jie Ding, Reza Ghanadan

Keywords Abstract Paper

Lixu Wang, Shichao Xu, Xiao Wang, Qi Zhu

Keywords Abstract Paper

Xiang Hu, Zujie Wen, Yafang Wang and

Xiaolong Li, Gerard de Melo

Keywords Abstract Paper