Combining Feature and Instance Attribution to Detect Artifacts

Pouya Pezeshkpour, Sarthak Jain, Sameer Singh +1

Training the deep neural networks that dominate NLP requires large datasets. These are often collected automatically or via crowdsourcing, and may exhibit systematic biases or anno…