Exploring Semantic Map Embeddings / Part I
We explore a new sparse text embedding that has some interesting properties.…
Custom Gensim Embeddings in Rasa
Training your own word embeddings can be a hassle, and we typically advise against it. It can require a lot of computing power, time, and a…
Visualise Word-Embeddings with Whatlies
We're happy to announce that we're open sourcing a visualisation tool!…
Rasa NLU in Depth: Part 3 – Hyperparameter Tuning
Part 3 of our Rasa NLU in Depth series covers hyperparameter tuning. We will explain how to use Docker containers to run a Rasa NLU hyperparameter search for the best NLU pipeline at scale.…
Rasa NLU in Depth: Part 1 – Intent Classification
This is part one of our three-part in-depth series about Rasa NLU. It will cover intent classification components, when to choose which and how to solve common real-world problems.…