DoCoGen: Domain Counterfactual Generation for Low Resource Domain Adaptation ACL

Nitay Calderon | Eyal Ben-David | Amir Feder | Roi Reichart |

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

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 |

CausalNLP Tutorial: An Introduction to Causality for Natural Language Processing EMNLP

Zhijing Jin | Amir Feder | Kun Zhang |

Learning and Evaluating a Differentially Private Pre-trained Language Model NAACL PrivateNLP

Shlomo Hoory | Amir Feder | Avichai Tendler | Alon Cohen | Sofia Erell | Itay Laish | Hootan Nakhost | Uri Stemmer | Ayelet Benjamini | Avinatan Hassidim | Yossi Matias |

CausaLM: Causal Model Explanation Through Counterfactual Language Models CL

Amir Feder | Nadav Oved | Uri Shalit | Roi Reichart |

Model Compression for Domain Adaptation through Causal Effect Estimation TACL

Guy Rotman | Amir Feder | Roi Reichart |

Learning and Evaluating a Differentially Private Pre-trained Language Model EMNLP Findings

Shlomo Hoory | Amir Feder | Avichai Tendler | Sofia Erell | Alon Peled-Cohen | Itay Laish | Hootan Nakhost | Uri Stemmer | Ayelet Benjamini | Avinatan Hassidim | Yossi Matias |

Are VQA Systems RAD? Measuring Robustness to Augmented Data with Focused Interventions ACL IJCNLP

Daniel Rosenberg | Itai Gat | Amir Feder | Roi Reichart |

Proceedings of the First Workshop on Causal Inference and NLP CINLP EMNLP

Amir Feder | Katherine Keith | Emaad Manzoor | Reid Pryzant | Dhanya Sridhar | Zach Wood-Doughty | Jacob Eisenstein | Justin Grimmer | Roi Reichart | Molly Roberts | Uri Shalit | Brandon Stewart | Victor Veitch | Diyi Yang |

Predicting In-Game Actions from Interviews of NBA Players CL

Nadav Oved | Amir Feder | Roi Reichart |