NLP, Machine Learning, Causality, Editors Pick, Hands On Tutorials.
As previously mentioned, there are two challenges to estimating causal effects from observational data: interventions and identification. Firstly, we need to reason about the hypothetical intervention that we would make on the writer’s intent, such that they would use (or not use) a particular