Shi, Claudia

11 publications

NeurIPS 2024 Hypothesis Testing the Circuit Hypothesis in LLMs Claudia Shi, Nicolas Beltran-Velez, Achille Nazaret, Carolina Zheng, Adrià Garriga-Alonso, Andrew Jesson, Maggie Makar, David M. Blei
ICMLW 2024 Hypothesis Testing the Circuit Hypothesis in LLMs Claudia Shi, Nicolas Beltran-Velez, Achille Nazaret, Carolina Zheng, Adrià Garriga-Alonso, Andrew Jesson, Maggie Makar, David Blei
AISTATS 2024 On the Misspecification of Linear Assumptions in Synthetic Controls Achille O. R. Nazaret, Claudia Shi, David Blei
NeurIPS 2023 Data Augmentations for Improved (Large) Language Model Generalization Amir Feder, Yoav Wald, Claudia Shi, Suchi Saria, David M. Blei
NeurIPS 2023 Evaluating the Moral Beliefs Encoded in LLMs Nino Scherrer, Claudia Shi, Amir Feder, David M. Blei
TMLR 2023 Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback Stephen Casper, Xander Davies, Claudia Shi, Thomas Krendl Gilbert, Jérémy Scheurer, Javier Rando, Rachel Freedman, Tomek Korbak, David Lindner, Pedro Freire, Tony Tong Wang, Samuel Marks, Charbel-Raphael Segerie, Micah Carroll, Andi Peng, Phillip J.K. Christoffersen, Mehul Damani, Stewart Slocum, Usman Anwar, Anand Siththaranjan, Max Nadeau, Eric J Michaud, Jacob Pfau, Dmitrii Krasheninnikov, Xin Chen, Lauro Langosco, Peter Hase, Erdem Biyik, Anca Dragan, David Krueger, Dorsa Sadigh, Dylan Hadfield-Menell
AISTATS 2022 On the Assumptions of Synthetic Control Methods Claudia Shi, Dhanya Sridhar, Vishal Misra, David Blei
NeurIPSW 2022 An Invariant Learning Characterization of Controlled Text Generation Claudia Shi, Carolina Zheng, Keyon Vafa, Amir Feder, David Blei
NeurIPSW 2022 An Invariant Learning Characterization of Controlled Text Generation Claudia Shi, Carolina Zheng, Keyon Vafa, Amir Feder, David Blei
UAI 2021 Invariant Representation Learning for Treatment Effect Estimation Claudia Shi, Victor Veitch, David M. Blei
NeurIPS 2019 Adapting Neural Networks for the Estimation of Treatment Effects Claudia Shi, David Blei, Victor Veitch