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]

@inproceedings{AbrahamDFGGPRW22,
  title = {CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior},
  author = {Eldar David Abraham and Karel D'Oosterlinck and Amir Feder and Yair Ori Gat and Atticus Geiger and Christopher Potts and Roi Reichart and Zhengxuan Wu},
  year = {2022},
  url = {http://papers.nips.cc/paper_files/paper/2022/hash/701ec28790b29a5bc33832b7bdc4c3b6-Abstract-Conference.html},
  researchr = {https://researchr.org/publication/AbrahamDFGGPRW22},
  cites = {0},
  citedby = {0},
  booktitle = {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},
  editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh},
  isbn = {9781713871088},
}