Judy Hanwen Shen
12 papers · 2018–2025 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (27) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint
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(6)
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Century Club Β· Bronze
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Research topics
Artificial Intelligence
(8)
Machine Learning
(8)
Core AI
(8)
Natural Language Processing
(6)
Application Areas
(5)
Generation
(3)
Deep Learning
(2)
Applications
(2)
Core Methods
(2)
Optimization & Theory
(2)
Computer Science
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Cognitive Science
(1)
Keywords
fairness
(2)
differential privacy
(2)
robustness
(1)
sentiment analysis
(1)
uncertainty quantification
(1)
information extraction
(1)
ai-generated content
(1)
human feedback
(1)
foundation model
(1)
explainable ai
(1)
model interpretability
(1)
reward function
(1)
distribution shift
(1)
human decision-making
(1)
pragmatic reasoning
(1)
conversational ai
(1)
semantic coherence
(1)
language model
(1)
calibration
(1)
offline reinforcement learning
(1)
Papers
Algorithms with Calibrated Machine Learning Predictions
ICML 2025
Position: Societal Impacts Research Requires Benchmarks for Creative Composition Tasks
ICML 2025
Two Tickets are Better than One: Fair and Accurate Hiring Under Strategic LLM Manipulations
ICML 2025
Dissenting Explanations: Leveraging Disagreement to Reduce Model Overreliance
AAAI 2024
Multigroup Robustness
ICML 2024
The Data Addition Dilemma
MLHC 2024
Accuracy, Interpretability, and Differential Privacy via Explainable Boosting
ICML 2021
Differentially Private Set Union
ICML 2020
Human-centric dialog training via offline reinforcement learning
EMNLP 2020
Approximating Interactive Human Evaluation with Self-Play for Open-Domain Dialog Systems
NeurIPS 2019
Comparing Models of Associative Meaning: An Empirical Investigation of Reference in Simple Language Games
CoNLL 2018
TuringBox: An Experimental Platform for the Evaluation of AI Systems
IJCAI 2018