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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 

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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

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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 

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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 

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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 

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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 

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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 

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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 

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