Wood-Doughty, Zach

1. Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond
   2021/09/02 by Amir Feder, Katherine A. Keith, Feder, Amir +23 · 1 voice · 27 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CL #cs.LG
2. Can You Trust LLM Judgments? Reliability of LLM-as-a-Judge
   2024/12/17 by Kayla Schroeder, Schroeder, Kayla, Zach Wood-Doughty +1 · 14 citations
   Social Sciences · #Legal Systems and Judicial Processes #Comparative and International Law Studies #Conflict of Laws and Jurisdiction
3. Challenges of Using Text Classifiers for Causal Inference
   2018/10/01 by Zach Wood-Doughty, Ilya Shpitser, Wood-Doughty, Zach +3 · 3 citations
   Computer Science · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Segment Anything Model is a Good Teacher for Local Feature Learning
   2023/09/29 by Wu, Jingqian, Xu, Rongtao, Wood-Doughty, Zach +3 · 4 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Don't Forget It! Conditional Sparse Autoencoder Clamping Works for Unlearning
   2025/03/14 by Matthew Khoriaty, Andrii Shportko, Khoriaty, Matthew +5 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)