Detecting Anxiety through Reddit. - Judy Hanwen Shen; Frank Rudzicz (CLPsych@ACL, 2017)

Comparing Models of Associative Meaning: An Empirical Investigation of Reference in Simple Language Games. - Judy Hanwen Shen; Matthias Hofer 002; Bjarke Felbo; Roger Levy (CoNLL, 2018)

TuringBox: An Experimental Platform for the Evaluation of AI Systems. - Ziv Epstein; Blakeley H. Payne; Judy Hanwen Shen; Casey Jisoo Hong; Bjarke Felbo; Abhimanyu Dubey; Matthew Groh; Nick Obradovich; Manuel Cebrián; Iyad Rahwan (IJCAI, 2018)

Closing the AI Knowledge Gap. - Ziv Epstein; Blakeley H. Payne; Judy Hanwen Shen; Abhimanyu Dubey; Bjarke Felbo; Matthew Groh; Nick Obradovich; Manuel Cebrián; Iyad Rahwan (CoRR, 2018)

Unintentional affective priming during labeling may bias labels. - Judy Hanwen Shen; Àgata Lapedriza; Rosalind W. Picard (ACII, 2019)

Approximating Interactive Human Evaluation with Self-Play for Open-Domain Dialog Systems. - Asma Ghandeharioun; Judy Hanwen Shen; Natasha Jaques; Craig Ferguson; Noah Jones; Àgata Lapedriza; Rosalind W. Picard (NeurIPS, 2019)

Way Off-Policy Batch Deep Reinforcement Learning of Implicit Human Preferences in Dialog. - Natasha Jaques; Asma Ghandeharioun; Judy Hanwen Shen; Craig Ferguson; Àgata Lapedriza; Noah Jones; Shixiang Gu; Rosalind W. Picard (CoRR, 2019)

Hierarchical Reinforcement Learning for Open-Domain Dialog. - Abdelrhman Saleh; Natasha Jaques; Asma Ghandeharioun; Judy Hanwen Shen; Rosalind W. Picard (AAAI, 2020)

Human-centric dialog training via offline reinforcement learning. - Natasha Jaques; Judy Hanwen Shen; Asma Ghandeharioun; Craig Ferguson; Àgata Lapedriza; Noah Jones; Shixiang Gu; Rosalind W. Picard (EMNLP (1), 2020)

Accuracy, Interpretability, and Differential Privacy via Explainable Boosting. - Harsha Nori; Rich Caruana; Zhiqi Bu; Judy Hanwen Shen; Janardhan Kulkarni (ICML, 2021)

Fast and Memory Efficient Differentially Private-SGD via JL Projections. - Zhiqi Bu; Sivakanth Gopi; Janardhan Kulkarni; Yin Tat Lee; Judy Hanwen Shen; Uthaipon Tantipongpipat (NeurIPS, 2021)

Differentially Private Set Union. - Sivakanth Gopi; Pankaj Gulhane; Janardhan Kulkarni; Judy Hanwen Shen; Milad Shokouhi; Sergey Yekhanin (J. Priv. Confidentiality, 2021)

Leximax Approximations and Representative Cohort Selection. - Monika Henzinger; Charlotte Peale; Omer Reingold; Judy Hanwen Shen (FORC, 2022)

Longitudinal Complex Dynamics of Labour Markets Reveal Increasing Polarisation. - Shahad Althobaiti; Ahmad Alabdulkareem; Judy Hanwen Shen; Iyad Rahwan; Morgan R. Frank; Esteban Moro; Alex Rutherford (CoRR, 2022)

Bidding Strategies for Proportional Representation in Advertisement Campaigns. - Inbal Livni Navon; Charlotte Peale; Omer Reingold; Judy Hanwen Shen (FORC, 2023)

Unlocking Accuracy and Fairness in Differentially Private Image Classification. - Leonard Berrada; Soham De; Judy Hanwen Shen; Jamie Hayes; Robert Stanforth; David Stutz; Pushmeet Kohli; Samuel L. Smith; Borja Balle (CoRR, 2023)

Dissenting Explanations: Leveraging Disagreement to Reduce Model Overreliance. - Omer Reingold; Judy Hanwen Shen; Aditi Talati (AAAI, 2024)

Multigroup Robustness. - Lunjia Hu; Charlotte Peale; Judy Hanwen Shen (ICML, 2024)

The Data Addition Dilemma. - Judy Hanwen Shen; Inioluwa Deborah Raji; Irene Y. Chen (MLHC, 2024)

Unifying Corroborative and Contributive Attributions in Large Language Models. - Theodora Worledge; Judy Hanwen Shen; Nicole Meister; Caleb Winston; Carlos Guestrin (SaTML, 2024)

Towards Data-Centric RLHF: Simple Metrics for Preference Dataset Comparison. - Judy Hanwen Shen; Archit Sharma; Jun Qin (CoRR, 2024)

Fairness with respect to Stereotype Predictors: Impossibilities and Best Practices. - Inbal Rachel Livni Navon; Omer Reingold; Judy Hanwen Shen (Trans. Mach. Learn. Res., 2025)

Algorithms with Calibrated Machine Learning Predictions. - Judy Hanwen Shen; Ellen Vitercik; Anders Wikum (CoRR, 2025)

Two Tickets are Better than One: Fair and Accurate Hiring Under Strategic LLM Manipulations. - Lee Cohen 003; Jack Hsieh; Connie Hong; Judy Hanwen Shen (CoRR, 2025)

Societal Impacts Research Requires Benchmarks for Creative Composition Tasks. - Judy Hanwen Shen; Carlos Guestrin (CoRR, 2025)