Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Katherine A. Keith

Text as Causal Mediators: Research Design for Causal Estimates of Differential Treatment of Social Groups via Language Aspects


Sep 15, 2021
Katherine A. Keith, Douglas Rice, Brendan O'Connor

* Causal Inference and NLP (CI+NLP) Workshop at EMNLP 2021 
* Accepted to Causal Inference and NLP (CI+NLP) Workshop at EMNLP 2021 

  Access Paper or Ask Questions

Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond


Sep 02, 2021
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


  Access Paper or Ask Questions

Corpus-Level Evaluation for Event QA: The IndiaPoliceEvents Corpus Covering the 2002 Gujarat Violence


May 27, 2021
Andrew Halterman, Katherine A. Keith, Sheikh Muhammad Sarwar, Brendan O'Connor

* Findings of ACL 2021 
* To appear in Findings of ACL 2021 

  Access Paper or Ask Questions

Uncertainty over Uncertainty: Investigating the Assumptions, Annotations, and Text Measurements of Economic Policy Uncertainty


Oct 09, 2020
Katherine A. Keith, Christoph Teichmann, Brendan O'Connor, Edgar Meij

* 2020 Natural Language Processing + Computational Social Science Workshop (NLP+CSS) at EMNLP 
* Accepted to the 2020 Natural Language Processing + Computational Social Science Workshop (NLP+CSS) at EMNLP 

  Access Paper or Ask Questions

Text and Causal Inference: A Review of Using Text to Remove Confounding from Causal Estimates


May 01, 2020
Katherine A. Keith, David Jensen, Brendan O'Connor

* ACL 2020 
* Accepted to ACL 2020 

  Access Paper or Ask Questions

Modeling financial analysts' decision making via the pragmatics and semantics of earnings calls


Jun 24, 2019
Katherine A. Keith, Amanda Stent

* Accepted at ACL 2019. Revised version includes appendix and NSF funding acknowledgment 

  Access Paper or Ask Questions

Monte Carlo Syntax Marginals for Exploring and Using Dependency Parses


Apr 17, 2018
Katherine A. Keith, Su Lin Blodgett, Brendan O'Connor

* To appear in Proceedings of NAACL 2018 

  Access Paper or Ask Questions

Identifying civilians killed by police with distantly supervised entity-event extraction


Jul 22, 2017
Katherine A. Keith, Abram Handler, Michael Pinkham, Cara Magliozzi, Joshua McDuffie, Brendan O'Connor

* Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing 

  Access Paper or Ask Questions