Eli Ben-Michael

12 papers A* 2A 1Journal 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Omitted Variable Bias in Language Models Under Distribution Shift.
CoRR
Victoria Lin, Louis-Philippe Morency, Eli Ben-Michael
2025 J jnl
Bridging Prediction and Intervention Problems in Social Systems.
CoRR
Lydia T. Liu, Inioluwa Deborah Raji, Angela Zhou, Luke Guerdan, Jessica Hullman, Daniel Malinsky, Bryan Wilder, Simone Zhang, Hammaad Adam, Amanda Coston, Benjamin Laufer, Ezinne Nwankwo, Michael Zanger-Tishler, Eli Ben-Michael, Solon Barocas, Avi Feller, Marissa Gerchick, Talia Gillis, Shion Guha, Daniel E. Ho, Lily Hu, Kosuke Imai, Sayash Kapoor, Joshua Loftus, Razieh Nabi, Arvind Narayanan, Ben Recht, Juan Carlos Perdomo, Matthew J. Salganik, Mark P. Sendak, Alexander Tolbert, Berk Ustun, Suresh Venkatasubramanian, Angelina Wang, Ashia Wilson
2025 A* conf
Isolated Causal Effects of Natural Language.
ICML
Victoria Lin, Louis-Philippe Morency, Eli Ben-Michael
2024 J jnl
Does AI help humans make better decisions? A methodological framework for experimental evaluation.
CoRR
Eli Ben-Michael, D. James Greiner, Melody Huang, Kosuke Imai, Zhichao Jiang, Sooahn Shin
2024 J jnl
Isolated Causal Effects of Natural Language.
CoRR
Victoria Lin, Louis-Philippe Morency, Eli Ben-Michael
2024 A conf
Optimizing Language Models for Human Preferences is a Causal Inference Problem.
UAI
Victoria Lin, Eli Ben-Michael, Louis-Philippe Morency
2024 J jnl
Optimizing Language Models for Human Preferences is a Causal Inference Problem.
CoRR
Victoria Lin, Eli Ben-Michael, Louis-Philippe Morency
2023 J jnl
Bayesian Safe Policy Learning with Chance Constrained Optimization: Application to Military Security Assessment during the Vietnam War.
CoRR
Zeyang Jia, Eli Ben-Michael, Kosuke Imai
2023 A* conf
Text-Transport: Toward Learning Causal Effects of Natural Language.
EMNLP
Victoria Lin, Louis-Philippe Morency, Eli Ben-Michael
2023 J jnl
Text-Transport: Toward Learning Causal Effects of Natural Language.
CoRR
Victoria Lin, Louis-Philippe Morency, Eli Ben-Michael
2022 J jnl
Policy learning with asymmetric utilities.
CoRR
Eli Ben-Michael, Kosuke Imai, Zhichao Jiang
2021 J jnl
Safe Policy Learning through Extrapolation: Application to Pre-trial Risk Assessment.
CoRR
Eli Ben-Michael, D. James Greiner, Kosuke Imai, Zhichao Jiang