Brandon M. Stewart

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 18

Top Topics

Massive Open Online Courses

Causal Inferences

Recommendation Systems

Natural Language Processing

Top Venues

Int. J. Artif. Intell. Educ.

J. Learn. Anal.

Publications

Wichayaporn Wongkamjan, Feng Gu, Yanze Wang, Ulf Hermjakob, Jonathan May, Brandon M. Stewart, Jonathan K. Kummerfeld, Denis Peskoff, Jordan Lee Boyd-Graber
More Victories, Less Cooperation: Assessing Cicero's Diplomacy Play. CoRR (2024)
Wichayaporn Wongkamjan, Feng Gu, Yanze Wang, Ulf Hermjakob, Jonathan May, Brandon M. Stewart, Jonathan K. Kummerfeld, Denis Peskoff, Jordan L. Boyd-Graber
More Victories, Less Cooperation: Assessing Cicero's Diplomacy Play. ACL (1) (2024)
Denis Peskoff, Adam Visokay, Sander Schulhoff, Benjamin Wachspress, Alan Blinder, Brandon M. Stewart
GPT Deciphering Fedspeak: Quantifying Dissent Among Hawks and Doves. CoRR (2024)
Naoki Egami, Musashi Jacobs-Harukawa, Brandon M. Stewart, Hanying Wei
Using Large Language Model Annotations for Valid Downstream Statistical Inference in Social Science: Design-Based Semi-Supervised Learning. CoRR (2023)
Sayash Kapoor, Emily Cantrell, Kenny Peng, Thanh Hien Pham, Christopher A. Bail, Odd Erik Gundersen, Jake M. Hofman, Jessica Hullman, Michael A. Lones, Momin M. Malik, Priyanka Nanayakkara, Russell A. Poldrack, Inioluwa Deborah Raji, Michael Roberts, Matthew J. Salganik, Marta Serra-Garcia, Brandon M. Stewart, Gilles Vandewiele, Arvind Narayanan
REFORMS: Reporting Standards for Machine Learning Based Science. CoRR (2023)
Justin Grimmer, Dean Knox, Brandon M. Stewart
Naive regression requires weaker assumptions than factor models to adjust for multiple cause confounding. J. Mach. Learn. Res. 24 (2023)
Arunesh Mathur, Angelina Wang, Carsten Schwemmer, Maia Hamin, Brandon M. Stewart, Arvind Narayanan
Manipulative tactics are the norm in political emails: Evidence from 300K emails from the 2020 US election cycle. Big Data Soc. 10 (1) (2023)
Naoki Egami, Musashi Hinck, Brandon M. Stewart, Hanying Wei
Using Imperfect Surrogates for Downstream Inference: Design-based Supervised Learning for Social Science Applications of Large Language Models. NeurIPS (2023)
Amir Feder, Katherine A. Keith, Emaad Manzoor, Reid Pryzant, Dhanya Sridhar, Zach Wood-Doughty, Jacob Eisenstein, Justin Grimmer, Roi Reichart, Margaret E. Roberts, Brandon M. Stewart, Victor Veitch, Diyi Yang
Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond. Trans. Assoc. Comput. Linguistics 10 (2022)
Amir Feder, Katherine A. Keith, Emaad Manzoor, Reid Pryzant, Dhanya Sridhar, Zach Wood-Doughty, Jacob Eisenstein, Justin Grimmer, Roi Reichart, Margaret E. Roberts, Brandon M. Stewart, Victor Veitch, Diyi Yang
Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond. CoRR (2021)
Justin Grimmer, Dean Knox, Brandon M. Stewart
Naïve regression requires weaker assumptions than factor models to adjust for multiple cause confounding. CoRR (2020)
Naoki Egami, Christian J. Fong, Justin Grimmer, Margaret E. Roberts, Brandon M. Stewart
How to Make Causal Inferences Using Texts. CoRR (2018)
Allison J. B. Chaney, Brandon M. Stewart, Barbara E. Engelhardt
How algorithmic confounding in recommendation systems increases homogeneity and decreases utility. RecSys (2018)
Michael Yeomans, Brandon M. Stewart, Kimia Mavon, Alexander Kindel, Dustin Tingley, Justin Reich
The Civic Mission of MOOCs: Engagement across Political Differences in Online Forums. Int. J. Artif. Intell. Educ. 28 (4) (2018)
Alexander Kindel, Michael Yeomans, Justin Reich, Brandon M. Stewart, Dustin Tingley
Discourse: MOOC Discussion Forum Analysis at Scale. L@S (2017)
Allison J. B. Chaney, Brandon M. Stewart, Barbara E. Engelhardt
How Algorithmic Confounding in Recommendation Systems Increases Homogeneity and Decreases Utility. CoRR (2017)
Justin Reich, Brandon M. Stewart, Kimia Mavon, Dustin Tingley
The Civic Mission of MOOCs: Measuring Engagement across Political Differences in Forums. L@S (2016)
Jason Chuang, Margaret E. Roberts, Brandon M. Stewart, Rebecca Weiss, Dustin Tingley, Justin Grimmer, Jeffrey Heer
TopicCheck: Interactive Alignment for Assessing Topic Model Stability. HLT-NAACL (2015)
Justin Reich, Dustin Tingley, Jetson Leder-Luis, Margaret E. Roberts, Brandon M. Stewart
Computer-Assisted Reading and Discovery for Student Generated Text in Massive Open Online Courses. J. Learn. Anal. 2 (1) (2014)
Brendan O'Connor, Brandon M. Stewart, Noah A. Smith
Learning to Extract International Relations from Political Context. ACL (1) (2013)