Giorgio Barnabo

This is a package to fine-tune language models in order to create clustering-friendly embeddings. It is based on the paper Supervised clustering loss for clustering-friendly sentence embeddings: An application to intent clustering. Modern virtual assistants are trained to classify customer requests into a taxonomy of predesigned intents. Requests that fall outside of this taxonomy, however, are often unhandled and need to be clustered to define new experiences.