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 | 94 | 2022 |
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 | 88 | 2020 |
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 | 43 | 2017 |
Modeling financial analysts' decision making via the pragmatics and semantics of earnings calls KA Keith, A Stent Association for Computational Linguistics (ACL), 2019 | 37 | 2019 |
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 | 23 | 2018 |
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 | 13 | 2018 |
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 | 12 | 2021 |
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 | 5 | 2021 |
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 | 5 | 2020 |
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 | 3 | 2022 |
“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 |
Words as Gatekeepers: Measuring Discipline-specific Terms and Meanings in Scholarly Publications L Lucy, J Dodge, D Bamman, KA Keith arXiv preprint arXiv:2212.09676, 2022 | | 2022 |
Democratizing Machine Learning for Interdisciplinary Scholars: Report on Organizing the NLP+ CSS Online Tutorial Series I Stewart, K Keith arXiv preprint arXiv:2211.15971, 2022 | | 2022 |
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 |