The Evolution of Semantic Discovery: A Comprehensive Analysis and Implementation Guide for the BERTopic Modeling Framework

The field of Natural Language Processing (NLP) has undergone a seismic shift over the last decade, transitioning from statistical models based on word frequency to sophisticated neural architectures capable of…