CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior

Eldar David Abraham, Karel D'Oosterlinck, Amir Feder, Yair Ori Gat, Atticus Geiger, Christopher Potts, Roi Reichart, Zhengxuan Wu. CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior. In Sanmi Koyejo, S. Mohamed, A. Agarwal, Danielle Belgrave, K. Cho, A. Oh, editors, Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022. 2022. [doi]

Authors

Eldar David Abraham

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Karel D'Oosterlinck

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Amir Feder

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Yair Ori Gat

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Atticus Geiger

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Christopher Potts

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Roi Reichart

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Zhengxuan Wu

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