Rasa Algorithm Whiteboard Universal Sentence Encoder

Summary

In this video we'll highlight the main points of the starspace paper. It's an influencial piece of work and here at Many pre-trained language models work on a single language. But in the conversational setting, we're usually dealing with a mix ... In this video, we'll highlight a qualitative argument of why you may not need to worry about pre-trained embeddings too much. In this video we'd to demonstrate an new tool that we've open-sourced. It's called "whatlies" and the goal of the package is to ... It turns out that you can drop a lot of weights from your neural network without seeing a drastic effect on accuracy. In this video ... Countvectors are still an unsung hero in natural language processing. This is especially true in This video is the second version of an original video. The content of the original video still holds true, but we decided to change ... The way the response selector is implemented in You might have heard about the `king - man + woman = queen` analogy. In this video we'll dive into the phenomenon of ... In the previous videos, we've started measuring bias in word embedding and tried to counteract the bias with a linear algebra ... We're starting a new playlist! Introducing the In the age of deep learning and transformers, rule-based systems can still be a great idea. In this video, we hope to demonstrate ...