Rasa Algorithm Whiteboard - Understanding Word Embeddings 4: Whatlies

[@DanMcCreary]

Fantastic video and a very cool library. This really helps people understand the usefulness of word embeddings!

[@omkarpatil2854]

very nice video, could you tell me how can we use this for sentence augmentation? or as paraphrasing?

[@VoDanh-nx5km]

how could we apply this tool to support the chatbot building process in RASA?

[@ashishbhayana8792]

This is awesome, this would definitely help me in understanding the newly trained embeddings easily. Is it possible to have similar view for sentence level embeddings?

[@RasaHQ]

That's currently supported yes! Also bert style embeddings and sense2vec vectors. rasahq.github.io/whatlies/tutorial/languages/

[@unlink1649]

What if I have custom word embeddings in csv format. Can I do an interactive visualisation with that?

[@RasaHQ]

You'd need to add them manually into an embedding set, but yes!