Justin Grimmer

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 6

Top Topics

Natural Language Processing

Causal Inferences

Author Topic Model

Abductive Reasoning

Top Venues

J. Mach. Learn. Res.

Trans. Assoc. Comput. Linguistics

Publications

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)
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)
Christian Fong, Justin Grimmer
Discovery of Treatments from Text Corpora. ACL (1) (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 Grimmer
Creating and Destroying Party Brands. LTCSS@ACL (2014)
Justin Grimmer
The representative's problem: how legislators use communication to secure constituent support. PLEAD@CIKM (2013)
Justin Grimmer, Gary King
General purpose computer-assisted clustering and conceptualization. Proc. Natl. Acad. Sci. USA 108 (7) (2011)