Easily get high-quality embeddings with SentenceTransformers!

Web: https://towardsdatascience.com/easily-get-high-quality-embeddings-with-sentencetransformers-c61c0169864b?source=rss----7f60cf5620c9---4

Introduction to the idea of vector representations and compare TF-IDF vectors with SentenceTransformers vectors!

Background

Before I joined HK01, its data team has already been leveraging the enormous amount of text data to build several data projects. While it is good to be able to apply NLP (Natural Language Processing) techniques to real-world data to make an impact on the business, I noticed that these data projects are all using TF-IDF to learn the embeddings (vector …

hk01 nlp sentence-embedding transformers word embeddings