Causality, NLP, Machine Learning, Deep Dives, Thoughts And Theory.
ignorability assumption does not hold. A person’s political affiliation is an example of an unobserved reason. The second unique challenge is connected to the positivity assumption. For instance, assuming that text contained all confounders, like topic, tone and writing style, if we were trying to