2 papers
cs.CL2025
Breaking Down Bias: On The Limits of Generalizable Pruning Strategies
Sibo Ma, Alejandro Salinas, Peter Henderson +1
We employ model pruning to examine how LLMs conceptualize racial biases, and whether a generalizable mitigation strategy for such biases appears feasible. Our analysis yields sever…
econ.EM2024
Forecasting Algorithms for Causal Inference with Panel Data
Jacob Goldin, Julian Nyarko, Justin Young
Conducting causal inference with panel data is a core challenge in social science research. We adapt a deep neural architecture for time series forecasting (the N-BEATS algorithm)…