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

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. Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond. TACL, 10:1138-1158, 2022. [doi]

Authors

Amir Feder

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Katherine A. Keith

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Emaad Manzoor

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Reid Pryzant

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Dhanya Sridhar

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Zach Wood-Doughty

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Jacob Eisenstein

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Justin Grimmer

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Roi Reichart

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Margaret E. Roberts

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Brandon M. Stewart

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Victor Veitch

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Diyi Yang

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