Justin Grimmer

According to our database, Justin Grimmer authored at least 9 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Naive regression requires weaker assumptions than factor models to adjust for multiple cause confounding.

Justin Grimmer, Dean Knox, Brandon M. Stewart

J. Mach. Learn. Res., 2023

2022

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

Trans. Assoc. Comput. Linguistics, 2022

2018

How to Make Causal Inferences Using Texts.

Naoki Egami, Christian J. Fong, Justin Grimmer, Margaret E. Roberts, Brandon M. Stewart

CoRR, 2018

2016

Discovery of Treatments from Text Corpora.

Christian Fong, Justin Grimmer

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Measuring Representational Style in the House: The Tea Party, Obama, and Legislators' Changing Expressed Priorities.

Justin Grimmer

Proceedings of the Computational Social Science: Discovery and Prediction, 2016

2015

TopicCheck: Interactive Alignment for Assessing Topic Model Stability.

Jason Chuang, Margaret E. Roberts, Brandon M. Stewart, Rebecca Weiss, Dustin Tingley, Justin Grimmer, Jeffrey Heer

Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

2014

Creating and Destroying Party Brands.

Justin Grimmer

Proceedings of the Workshop on Language Technologies and Computational Social Science@ACL 2014, 2014

2013

The representative's problem: how legislators use communication to secure constituent support.

Justin Grimmer

Proceedings of the 2nd workshop on Politics, elections and data, 2013

2011

General purpose computer-assisted clustering and conceptualization.

Justin Grimmer, Gary King

Proc. Natl. Acad. Sci. USA, 2011