Causality, NLP, Machine Learning, Deep Dives, Thoughts And Theory.
writing style or tone; therefore, including text controls for these confounding factors, allowing us to assume conditional ignorability. Importantly, text is high-dimensional and it is necessary to extract information from text in a way that will allow for estimating causal effects. This means that