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

6 citations · 6 across the 1 of their papers we have counts for

collaborators

1 paper

cs.CL2022★ 6 cited

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

Eldar David Abraham, Karel D'Oosterlinck, Amir Feder +5

The increasing size and complexity of modern ML systems has improved their predictive capabilities but made their behavior harder to explain. Many techniques for model explanation…