NLP, Machine Learning, Causality, Editors Pick, Hands On Tutorials.
predict the potential outcomes of Y. Text adjustment with CausalBERT, which predicts Y’s potential outcomes using BERT word embeddings. Adapted from Pryzant et al. (2021). In summary, estimation with the full causal-text algorithm requires the improved proxy labels, and a causal model of the text