Chomsky and the Two Cultures of Statistical Learning
Summary
Analysis of Noam Chomsky's critique of statistical language models vs. data-driven and algorithmic approaches. The piece examines Breiman's two cultures, the role of probabilistic models in NLP, and the debate over whether linguistic insights or predictive performance should drive scientific inquiry.