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Brandon M. Stewart
Associate Professor, Sociology, Princeton University
Joined
July 2019
Names
Brandon M. Stewart
(Preferred)
,
Brandon Stewart
Emails
****@princeton.edu
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Semantic Scholar
Career & Education History
Associate Professor
Sociology,
Princeton University
(princeton.edu)
2022
–
Present
Assistant Professor
Sociology,
Princeton University
(princeton.edu)
2015
–
2022
PhD student
Government,
Harvard University, Harvard University
(fas.harvard.edu)
2008
–
2015
Advisors, Relations & Conflicts
PhD Advisor
Gary King
2008
–
2015
Expertise
computational social science
Present
causal inference
Present
NLP
Present
Publications
Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond
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
2022 (modified: 17 Apr 2023)
Trans. Assoc. Comput. Linguistics 2022
Readers:
Everyone
Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond
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
2021 (modified: 29 Oct 2021)
CoRR 2021
Readers:
Everyone
Naïve regression requires weaker assumptions than factor models to adjust for multiple cause confounding
Justin Grimmer
,
Dean Knox
,
Brandon M. Stewart
Published: 01 Jan 2020, Last Modified: 08 May 2023
CoRR 2020
Readers:
Everyone
How algorithmic confounding in recommendation systems increases homogeneity and decreases utility
Allison J. B. Chaney
,
Brandon M. Stewart
,
Barbara E. Engelhardt
2018 (modified: 08 May 2023)
RecSys 2018
Readers:
Everyone
The Civic Mission of MOOCs: Engagement across Political Differences in Online Forums
Michael Yeomans
,
Brandon M. Stewart
,
Kimia Mavon
,
Alexander Kindel
,
Dustin Tingley
,
Justin Reich
Published: 01 Jan 2018, Last Modified: 08 May 2023
Int. J. Artif. Intell. Educ. 2018
Readers:
Everyone
How to Make Causal Inferences Using Texts
Naoki Egami
,
Christian J. Fong
,
Justin Grimmer
,
Margaret E. Roberts
,
Brandon M. Stewart
Published: 01 Jan 2018, Last Modified: 08 May 2023
CoRR 2018
Readers:
Everyone
How Algorithmic Confounding in Recommendation Systems Increases Homogeneity and Decreases Utility
Allison J. B. Chaney
,
Brandon M. Stewart
,
Barbara E. Engelhardt
2017 (modified: 08 May 2023)
CoRR 2017
Readers:
Everyone
Discourse: MOOC Discussion Forum Analysis at Scale
Alexander Kindel
,
Michael Yeomans
,
Justin Reich
,
Brandon M. Stewart
,
Dustin Tingley
Published: 01 Jan 2017, Last Modified: 08 May 2023
L@S 2017
Readers:
Everyone
The Civic Mission of MOOCs: Measuring Engagement across Political Differences in Forums
Justin Reich
,
Brandon M. Stewart
,
Kimia Mavon
,
Dustin Tingley
Published: 01 Jan 2016, Last Modified: 08 May 2023
L@S 2016
Readers:
Everyone
Navigating the Local Modes of Big Data: The Case of Topic Models
Margaret E. Roberts
,
Brandon M. Stewart
,
Dustin Tingley
Published: 01 Jan 2016, Last Modified: 08 May 2023
Computational Social Science 2016
Readers:
Everyone
View all 13 publications
Co-Authors
Alexander Kindel
Allison J. B. Chaney
Amir Feder
Barbara E. Engelhardt
Brendan O'Connor
Christian J. Fong
Dean Knox
Dhanya Sridhar
Diyi Yang
Dustin Tingley
Emaad Manzoor
Jacob Eisenstein
Jason Chuang
Jeffrey Heer
Jetson Leder-Luis
Justin Grimmer
Justin Reich
Katherine A. Keith
Kimia Mavon
Margaret E. Roberts
Michael Yeomans
Naoki Egami
Noah A. Smith
Rebecca Weiss
Reid Pryzant
View all 28 co-authors