Understanding the Power of Transformers: A Guide to Sentence Embeddings in Spark NLP
John Snow Labs
MAY 26, 2023
By generating a vector representation of a sentence, these embeddings allow us to compare and measure the similarity between sentences, cluster similar sentences together, and perform a wide range of other NLP tasks. In this article, we will discuss using state-of-the-art transformer-based models for this task. alias("cols")).select(F.expr("cols['0']").alias("sentence"),
52 
Let's personalize your content