Dimo Angelov

Topic Modeling: Contextual Token Embeddings Are All You Need

The goal of topic modeling is to find meaningful topics that capture the information present in a collection of documents. The main challenges of topic modeling are finding the optimal number of topics, labeling the topics, segmenting documents by topic, and evaluating topic model performance. Curre…