Understand semantic structures in natural language using transformers and topic modeling. Explore different conceptualizations of discovering latent semantic structures, models used in topic modeling, and the usefulness of Semantic Signal Separation for understanding semantic variation in corpora.
Table of contents
Semantic Signal SeparationTheory: What is a “Topic”?Let’s Model!Case Study: Machine Learning PapersConclusion19 Impressions