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Katherine A. Keith
Katherine A. Keith
Postdoctoral Young Investigator, Allen Institute for Artificial Intelligence
E-mail confirmado em cs.umass.edu - Página inicial
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Text and Causal Inference: A Review of Using Text to Remove Confounding from Causal Estimates
KA Keith, D Jensen, B O'Connor
arXiv preprint arXiv:2005.00649, 2020
562020
Identifying civilians killed by police with distantly supervised entity-event extraction
KA Keith, A Handler, M Pinkham, C Magliozzi, J McDuffie, B O'Connor
arXiv preprint arXiv:1707.07086, 2017
312017
Modeling financial analysts' decision making via the pragmatics and semantics of earnings calls
KA Keith, A Stent
arXiv preprint arXiv:1906.02868, 2019
262019
Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond
A Feder, KA Keith, E Manzoor, R Pryzant, D Sridhar, Z Wood-Doughty, ...
arXiv preprint arXiv:2109.00725, 2021
252021
Uncertainty-aware generative models for inferring document class prevalence
K Keith, B O'Connor
Proceedings of the 2018 Conference on Empirical Methods in Natural Language …, 2018
142018
Monte Carlo Syntax Marginals for Exploring and Using Dependency Parses
KA Keith, SL Blodgett, B O'Connor
arXiv preprint arXiv:1804.06004, 2018
102018
Uncertainty over Uncertainty: Investigating the Assumptions, Annotations, and Text Measurements of Economic Policy Uncertainty
KA Keith, C Teichmann, B O'Connor, E Meij
arXiv preprint arXiv:2010.04706, 2020
32020
Corpus-Level Evaluation for Event QA: The IndiaPoliceEvents Corpus Covering the 2002 Gujarat Violence
A Halterman, KA Keith, SM Sarwar, B O'Connor
arXiv preprint arXiv:2105.12936, 2021
22021
Text as Causal Mediators: Research Design for Causal Estimates of Differential Treatment of Social Groups via Language Aspects
KA Keith, D Rice, B O'Connor
arXiv preprint arXiv:2109.07542, 2021
12021
Proceedings of the First Workshop on Causal Inference and NLP
A Feder, K Keith, E Manzoor, R Pryzant, D Sridhar, Z Wood-Doughty, ...
Proceedings of the First Workshop on Causal Inference and NLP, 2021
2021
Social Measurement and Causal Inference with Text
KA Keith
2021
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