Estimating the Causal Effects of Natural Logic Features in Transformer-Based NLI Models

Julia Rozanova, Marco Valentino, André Freitas

Rigorous evaluation of the causal effects of semantic features on language model predictions can be hard to achieve for natural language reasoning problems. However, this is such a…