Gradient-based Analysis of NLP Models is Manipulable EMNLP Findings

Junlin Wang | Jens Tuyls | Eric Wallace | Sameer Singh |

Differentially Private Language Models Benefit from Public Pre-training EMNLP PrivateNLP

Gavin Kerrigan | Dylan Slack | Jens Tuyls |

AllenNLP Interpret: A Framework for Explaining Predictions of NLP Models EMNLP

Eric Wallace | Jens Tuyls | Junlin Wang | Sanjay Subramanian | Matt Gardner | Sameer Singh |