Attention, Dialogue, and Learning Reusable Patterns
Our latest research paper introduces the new embedding policy (REDP), which is much better at dealing with uncooperative users than our standard LSTM.…
Supervised Word Vectors from Scratch in Rasa NLU
We’ve released a new pipeline which is totally different from the standard Rasa NLU approach. It uses very little memory, handles hierarchical intents, messages containing…
A New Approach to Conversational Software
We’re building the best way for your bot to hold a contextual conversation — and it’s open source.…
We don’t know how to build conversational software yet
Despite the hype, there is a lot of work to be done before we can build conversational software.…
Do-it-yourself NLP for bot developers
I believe in most cases it makes sense for bot makers to build their own natural language parser, rather than using a third party API. There are good strategic and technical arguments for doing this, and I want to show how easily you can put something together.…