Prerna Chikersal, Danielle Belgrave, Gavin Doherty and

Angel Enrique, Jorge Palacios, Derek Richards, Anja Thieme

Keywords Abstract Paper

mental health, digital behavioral intervention, cbt, support, machine learning, ai, unsupervised learning, data mining

Suranjana Samanta, Ajay Gupta, Prateeti Mohapatra, Amar Prakash Azad

Keywords Abstract Paper

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

Chao Huang

Keywords Abstract Paper

Knowledge representation and reasoning, General

Koustuv Saha, Amit Sharma

Keywords Abstract Paper

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

Heekyoung Jung

Keywords Abstract Paper

well-being, reflection, creativity, reflective forms

Alicia Curth, Mihaela Schaar

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

Darius Afchar, Romain Hennequin

Keywords Abstract Paper

Implicit Recommender System, Interpretable machine learning

Rosanna Bellini, Simon Forrest, Nicole Westmarland and

Dan Jackson, Jan Smeddinck

Keywords Abstract Paper

domestic violence, intimate partner violence, family violence, third-sector, domestic violence prevention programmes, batterers intervention programmes, interactive storytelling

Sriram Vasudevan, Krishnaram Kenthapadi

Keywords Abstract Paper

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

Timothy Neate, Abi Roper, Stephanie Wilson and

Jane Marshall, Madeline Cruice

Keywords Abstract Paper

aphasia, tangibles, creativity, content creation, accessibility, multimedia, co-design, creativity support

Chang Lu, Chandan K Reddy, Prithwish Chakraborty and

Samantha Kleinberg, Yue Ning

Keywords Abstract Paper

Machine Learning Applications, Bio/Medicine, Leveraging Knowledge and Learning, Deep Learning

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

Keywords Abstract Paper

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

Graham Dove, Anne-Laure Fayard

Keywords Abstract Paper

machine learning, ux design, generative metaphor, monster theory

Caleb Ziems, Ymir Vigfusson, Fred Morstatter

Keywords Abstract Paper

behaviors, cases, classification, classifiers, communities, detection, factors, large_scale, learning, linguistic, linguistic aspects, networks, performance, representations

Qingsong Wen, Liang Sun, Fan Yang and

Xiaomin Song, Jingkun Gao, Xue Wang, Huan Xu

Keywords Abstract Paper

Machine learning, General, General, General

Chen Zheng, Quan Guo, Parisa Kordjamshidi

Keywords Abstract Paper

Cross-Modality Relevance, Language Vision, visual answering, VQA

Ashish Sharma, Adam Miner, David Atkins, Tim Althoff

Keywords Abstract Paper

mental support, empathy measurement, empathy, communication empathy

Aishwarya Padmakumar, Raymond J. Mooney

Keywords Abstract Paper

Colin Watson, Reuben Kirkham, Ahmed Kharrufa

Keywords Abstract Paper

accessibility, disability, social security

Oliver Haimson, Dykee Gorrell, Denny Starks, Zu Weinger

Keywords Abstract Paper

transgender, non-binary, participatory design, technology design, community, safety, resources, lgbtq+

Kaixin Ma, Filip Ilievski, Jonathan Francis and

Yonatan Bisk, Eric Nyberg, Alessandro Oltramari

Keywords Abstract Paper

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

Michael Tsang, Dehua Cheng, Hanpeng Liu and

Xue Feng, Eric Zhou, Yan Liu

Keywords Abstract Paper

Feature Interaction, Interpretability, Black Box, AutoML

Ting Zhong, Tianliang Wang, Fan Zhou and

Goce Trajcevski, Kunpeng Zhang, Yi Yang

Keywords Abstract Paper

Interpreting Geolocation, Identifying geolocation, Identifying networks, user geolocation

Jinhe Shi, Yi Chen

Keywords Abstract Paper

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

Lianghao Xia, Chao Huang, Yong Xu and

Peng Dai, Xiyue Zhang, Hongsheng Yang, Jian Pei, Liefeng Bo

Keywords Abstract Paper

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

Mike Gimelfarb, Scott Sanner, Chi-Guhn Lee

Keywords Abstract Paper

Machine Learning, Deep Reinforcement Learning, Transfer, Adaptation, Multi-task Learning, Approximate Probabilistic Inference, Bayesian Networks

Qingxia Liu, Yue Chen, Gong Cheng and

Evgeny Kharlamov, Junyou Li, Yuzhong Qu

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

Qinxu Ding, Yong Liu, Chunyan Miao and

Fei Cheng, Haihong Tang

Keywords Abstract Paper

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

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

Chen Ma, Liheng Ma, Yingxue Zhang and

Haolun Wu, Xue Liu, Mark Coates

Keywords Abstract Paper

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

Marisol Wong-Villacres, Carl DiSalvo, Neha Kumar, Betsy DiSalvo

Keywords Abstract Paper

assets-based, capacities, culture, participatory design, immigrant parents

Liying Cheng, Lidong Bing, Qian Yu and

Wei Lu, Luo Si

Keywords Abstract Paper

peer review, argument task, sequence task, text task

Yifei Yuan, Jingbo Zhou, Wai Lam

Keywords Abstract Paper