Data as of Jul 25, 2026 · Based on 2,718,867 AI responses across 9,511 prompts · See how Parse measures this
Top2Vec is a topic modeling and semantic search algorithm that automatically detects topics in text and generates jointly embedded topic, document, and word vectors. Its new Contextual Top2Vec version uses contextual token embeddings to identify multiple topics per document and detect topic segments within documents.
Parse Score