Publications

Exploring How Machine Learning Practitioners (Try To) Use Fairness Toolkits
Wesley Hanwen Deng, Manish Nagireddy, Michelle Seng Ah Lee, Jatinder Singh, Zhiwei Steven Wu, Kenneth Holstein, Haiyi Zhu
FAccT '22 [Full Paper]
The Model Card Authoring Toolkit: Towards Community-centered, Deliberation-driven AI Design
Hong Shen, Leijie Wang, Wesley Hanwen Deng, Haiyi Zhu
FAccT '22 [Full Paper]
Opportunities for Human-centered Evaluation of Machine Translation Systems 
Dan Liebling, Katherine Heller, Samantha Roberston, Wesley Hanwen Deng
NAACL '22 [Full Paper]
Beyond General Purpose Machine Translation: The Need for Context-specific Empirical Research to Design for Appropriate User Trust
Wesley Hanwen Deng, Nikita Mehandru, Samantha Roberston, Niloufar Salehi.
CHI '22 TRAIT Workshop [Short Presentation]
Three Directions for the Design of Human-Centered Machine Translation
Samantha Roberston, Wesley Hanwen Deng, Timnit Gebru, Margaret Mitchell, Dan Liebling,
Michal Lahav, Katherine Heller, Mark Diaz, Samy Bengio, Niloufar Salehi.

EACL '21 HCI + NLP  
[Workshop]
Robust Laughter Detection in Noisy Environments
Jon Gillick, Wesley Hanwen Deng, Kimiko Ryokai, David Bamman.
Interspeech '21 [Full Paper]
Value Cards: An Educational Toolkits for Teaching Social Impacts of Machine Learning through Deliberation
Hong Shen, Wesley Hanwen Deng, Aditi Chattopadhyay, Zhiwei Steven Wu, Xu Wang, Haiyi Zhu.
FAccT '21 [Full Paper,CHI '21 [Workshop
Personal Laughter Archives: Reflection through Visualization and Interaction
Kimiko Ryokai, Julia Park, Wesley Hanwen Deng.
UbiComp '20 [Poster][Demo]