Causality, NLP, Machine Learning, Deep Dives, Thoughts And Theory.
text as a mediator setting, the following section introduces causal DAGs where I will further discuss backdoor criteria. Mediators act as confounders of external validity, that is to say, failing to account for mediation in the text setting means that the causal estimates lack generalizability. In