Latent Causal Probing: A Formal Perspective on Probing with Causal Models of Data

Charles Jin, Martin Rinard

As language models (LMs) deliver increasing performance on a range of NLP tasks, probing classifiers have become an indispensable technique in the effort to better understand their…