Research statement: computational characterization of mental states: a natural language processing approach

Abstract

The goal of this plan is the development and use of machine-learning techniques to study massive-scale digital text corpora associated with cognitive processes, aiming at identifying the mental operations underlying behavioral processes. The goal is two fold: first, to decode the regularities in the corpora to infer generative rules of human thought, and second, to incorporate them in artificial intelligence models.

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