Shi, Claudia

1. Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback
   2023/07/27 by Stephen Casper, Casper, Stephen, Xander Davies +65 · 3 voices · 87 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Reliability and Analysis Research #cs.AI #cs.CL #cs.LG
2. Adapting Neural Networks for the Estimation of Treatment Effects
   2019/06/05 by Shi, Claudia, Blei, David M., Veitch, Victor · 30 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
3. Evaluating the Moral Beliefs Encoded in LLMs
   2023/07/26 by Nino Scherrer, Scherrer, Nino, Claudia Shi +5 · 35 citations
   Computer Science · Decision Sciences · #Topic Modeling #Natural Language Processing Techniques #Data Quality and Management
4. Data Augmentations for Improved (Large) Language Model Generalization
   2023/10/19 by Amir Feder, Yoav Wald, Feder, Amir +7 · 6 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Natural Language Processing Techniques #Topic Modeling
5. Hypothesis Testing the Circuit Hypothesis in LLMs
   2024/10/16 by Claudia Shi, Nicolas Beltran-Velez, Shi, Claudia +13 · 1 voice · 4 citations
   Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.AI #cs.LG #stat.ML
6. Conformal Sensitivity Analysis for Individual Treatment Effects
   2021/12/07 by Mingzhang Yin, Yin, Mingzhang, Claudia Shi +5 · 2 citations
   Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Inference #Statistical Methods in Clinical Trials