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. We're making a few videos that highlight word embeddings. Before training word embeddings we figured it might help the intuition ... 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 ... In the previous videos, we've started measuring bias in word embedding and tried to counteract the bias with a linear algebra ... This is the second video on attention mechanisms. In the previous video we introduced self attention and in this video we're going ... This is the fourth and final video on attention mechanisms. In the previous video we introduced multiheaded keys, queries and ... This is the first video on attention mechanisms. We'll start with self attention and end with transformers. We're going at it step by ... We're starting a new playlist! Introducing the Countvectors are still an unsung hero in natural language processing. This is especially true in This is the third video on attention mechanisms. In the previous video we introduced keys, queries and values and in this video ...