15 citations · 45 across the 13 of their papers we have counts for
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cs.CL2024★ 7 cited
Can You Trust LLM Judgments? Reliability of LLM-as-a-Judge
Kayla Schroeder, Zach Wood-Doughty
Large Language Models (LLMs) have become increasingly powerful and ubiquitous, but their stochastic nature poses challenges to the reliability of their outputs. While deterministic…
cs.LG2024
Controlling for Unobserved Confounding with Large Language Model Classification of Patient Smoking Status
Samuel Lee, Zach Wood-Doughty
Causal understanding is a fundamental goal of evidence-based medicine. When randomization is impossible, causal inference methods allow the estimation of treatment effects from ret…
cs.CL2024
Reliability of Topic Modeling
Kayla Schroeder, Zach Wood-Doughty
Topic models allow researchers to extract latent factors from text data and use those variables in downstream statistical analyses. However, these methodologies can vary significan…