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Justin Grimmer
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2020 – today
- 2023
- [j3]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: 182:1-182:70 (2023) - 2022
- [j2]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: 1138-1158 (2022) - 2021
- [i3]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 abs/2109.00725 (2021) - 2020
- [i2]Justin Grimmer, Dean Knox, Brandon M. Stewart:
Naïve regression requires weaker assumptions than factor models to adjust for multiple cause confounding. CoRR abs/2007.12702 (2020)
2010 – 2019
- 2018
- [i1]Naoki Egami, Christian J. Fong, Justin Grimmer, Margaret E. Roberts, Brandon M. Stewart:
How to Make Causal Inferences Using Texts. CoRR abs/1802.02163 (2018) - 2016
- [c4]Christian Fong, Justin Grimmer:
Discovery of Treatments from Text Corpora. ACL (1) 2016 - [p1]Justin Grimmer:
Measuring Representational Style in the House: The Tea Party, Obama, and Legislators' Changing Expressed Priorities. Computational Social Science 2016: 225-245 - 2015
- [c3]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: 175-184 - 2014
- [c2]Justin Grimmer:
Creating and Destroying Party Brands. LTCSS@ACL 2014: 2 - 2013
- [c1]Justin Grimmer:
The representative's problem: how legislators use communication to secure constituent support. PLEAD@CIKM 2013: 1-2 - 2011
- [j1]Justin Grimmer, Gary King:
General purpose computer-assisted clustering and conceptualization. Proc. Natl. Acad. Sci. USA 108(7): 2643-2650 (2011)
Coauthor Index
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