Causality, NLP, Machine Learning, Deep Dives, Thoughts And Theory.
defined as the magnitude by which an outcome variable (Y) is changed by a unit-level interventional change in treatment (T ∈ {0;1}); in other words, the difference between outcomes in the real world Y(1) and the counterfactual world Y(0). When the causal effect of interest is the average treatment