Causality, NLP, Machine Learning, Deep Dives, Thoughts And Theory.
correlation induced by confounders (W). This is described by the causal DAG shown below. In this causal DAG, T represents the gender-identifying icon, Y represents the number of likes a post receives and W represents the text of the post. Source: Feder et al., 2021. Therefore, the text of the post