Below are some of the projects and papers that I am working on (or have recently completed). Follow each link for more info (paper, website, github, etc.)

All Campaigns Causal Inference Electoral Systems Interpretable ML LLMs Machine Learning NLP Research Survey Experiments Text-as-Data Twitter

Design-based Seupervised Learning

NLP LLMs Causal Inference
May 2023

Estimating the Effect of Micro-Targeting

Survey Experiments Research Machine Learning Campaigns
Oct 2020

Multimodal Transformer Strategies for Political Ads

Research Machine Learning Text-as-Data Campaigns
Oct 2021

Detecting Electoral Constraints on Twitter with Unsupervised Text-as-Data

Research Text-as-Data Twitter Machine Learning Electoral Systems
Jul 2019

Using Attribution and Rationales to Characterize Campaign Style

Research Text-as-Data Campaigns Interpretable ML
Ongoing