Area of research
Artificial Intelligence · Statistical and Nonlinear Physics
Research interest
Research interests include Topic Modeling, Explainable Artificial Intelligence (XAI), Opinion Dynamics and Social Influence, and Natural Language Processing Techniques.
Human-AI Interaction for Augmented Reasoning: Improving Human Reflective and Critical Thinking with Artificial Intelligence
A machine learning model using clinical notes to identify physician fatigue
"Community Guidelines Make this the Best Party on the Internet": An In-Depth Study of Online Platforms' Content Moderation Policies
Selective Explanations: Leveraging Human Input to Align Explainable AI
1<sup>st</sup> Workshop on Maritime Computer Vision (MaCVi) 2023: Challenge Results
Machine Explanations and Human Understanding
Human-AI Collaboration via Conditional Delegation: A Case Study of Content Moderation
Active Example Selection for In-Context Learning
The plasticity deformation mechanism of Fe–12Mn–6Al-0.2C steel at elevated temperature
Content Removal as a Moderation Strategy
The effect of wording on message propagation: Topic- and author-controlled natural experiments on Twitter
NSF-CSIRO: HCC: Small: From Legislations to Action: Responsible AI for Climate Change
CAREER: Harnessing Decision-focused Explanations as a Bridge between Humans and Artificial Intelligence
FAI: Towards Adaptive and Interactive Post Hoc Explanations
AI-DCL: EAGER: Explanations through Diverse, Feasible, and Interactive Counterfactuals
CRII: CHS: Harnessing Machine Learning to Improve Human Decision Making: A Case Study on Deceptive Detection
CAREER: Harnessing Decision-focused Explanations as a Bridge between Humans and Artificial Intelligence
AI-DCL: EAGER: Explanations through Diverse, Feasible, and Interactive Counterfactuals
CRII: CHS: Harnessing Machine Learning to Improve Human Decision Making: A Case Study on Deceptive Detection