NLP, Machine Learning, Causality, Editors Pick, Hands On Tutorials.
(Pryzant et al., 2021). This challenge is overcome by imagining an intervention on the writer of a text, where they are told to use a different linguistic property. The second challenge to causal inference is identification, where the actual linguistic property we are interested in can only be