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Katherine A. Keith
Katherine A. Keith
Assistant Professor, Williams College
Verified email at williams.edu - Homepage
Title
Cited by
Cited by
Year
Causal inference in natural language processing: Estimation, prediction, interpretation and beyond
A Feder, KA Keith, E Manzoor, R Pryzant, D Sridhar, Z Wood-Doughty, ...
Transactions of the Association for Computational Linguistics 10, 1138-1158, 2022
1892022
Text and Causal Inference: A Review of Using Text to Remove Confounding from Causal Estimates
KA Keith, D Jensen, B O'Connor
Association for Computational Linguistics (ACL), 2020
1152020
Modeling financial analysts' decision making via the pragmatics and semantics of earnings calls
KA Keith, A Stent
Association for Computational Linguistics (ACL), 2019
512019
Identifying civilians killed by police with distantly supervised entity-event extraction
KA Keith, A Handler, M Pinkham, C Magliozzi, J McDuffie, B O'Connor
Empirical Methods in Natural Language Processing (EMNLP), 2017
472017
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
272018
Corpus-Level Evaluation for Event QA: The IndiaPoliceEvents Corpus Covering the 2002 Gujarat Violence
A Halterman, KA Keith, SM Sarwar, B O'Connor
Findings of the Association for Computational Linguistics (ACL-IJCNLP), 2021
182021
Monte Carlo Syntax Marginals for Exploring and Using Dependency Parses
KA Keith, SL Blodgett, B O'Connor
North American Chapter of the Association for Computational Linguistics (NAACL), 2018
132018
Words as Gatekeepers: Measuring Discipline-specific Terms and Meanings in Scholarly Publications
L Lucy, J Dodge, D Bamman, KA Keith
Findings of ACL, 2023
82023
Paying Attention to the Algorithm Behind the Curtain: Bringing Transparency to YouTube's Demonetization Algorithms
A Dunna, KA Keith, E Zuckerman, N Vallina-Rodriguez, B O'Connor, ...
Proceedings of the ACM on Human-Computer Interaction 6 (CSCW2), 1-31, 2022
82022
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
Proceedings of the First Workshop on Causal Inference and Natural Language …, 2021
62021
Uncertainty over Uncertainty: Investigating the Assumptions, Annotations, and Text Measurements of Economic Policy Uncertainty
KA Keith, C Teichmann, B O'Connor, E Meij
Proceedings of the Fourth Workshop on Natural Language Processing and …, 2020
62020
RCT Rejection Sampling for Causal Estimation Evaluation
KA Keith, S Feldman, D Jurgens, J Bragg, R Bhattacharya
TMLR, 2023, 2023
32023
Causal Matching with Text Embeddings: A Case Study in Estimating the Causal Effects of Peer Review Policies
R Zhang, NN Kennard, D Smith, D McFarland, A McCallum, K Keith
Findings of the Association for Computational Linguistics: ACL 2023, 1284-1297, 2023
22023
Proximal Causal Inference With Text Data
JM Chen, R Bhattacharya, KA Keith
arXiv preprint arXiv:2401.06687, 2024
2024
Democratizing Machine Learning for Interdisciplinary Scholars: Reflections on the NLP+ CSS Tutorial Series
I Stewart, K Keith
Proceedings of the 1st Workshop on Teaching for NLP, 8-18, 2023
2023
“Let Me Just Interrupt You”: Estimating Gender Effects in Supreme Court Oral Arguments
E Cai, A Gupta, K Keith, B O’Connor, D Rice
2023
Literary Intertextual Semantic Change Detection: Application and Motivation for Evaluating Models on Small Corpora
J Ehrenworth, KA Keith
4th International Workshop on Computational Approaches to Historical …, 2023
2023
Proceedings of the Fifth Workshop on Natural Language Processing and Computational Social Science (NLP+ CSS)
D Bamman, D Hovy, D Jurgens, K Keith, B O'Connor, S Volkova
Proceedings of the Fifth Workshop on Natural Language Processing and …, 2022
2022
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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