Causality, NLP, Machine Learning, Deep Dives, Thoughts And Theory.
variables means that changing the value of one will change the distribution of the other. Source: Feder et al., 2021. In the image above, changing the value of treatment (T) might change the distribution of the outcome (Y), and W and T are correlated. In this example DAG, W represents text as a