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Getting to know Sitecore Search – Part 5

Perficient

Background When I started this blog series, I followed the developer guide from Sitecore [link]. Add the beacon javascript to the head tag of your site and add your widgets to the page [link]. This tool lets us build a query that we can use to test our frontend. I thought the integration would be easy. empty(); $.each(data.widgets[0].content,

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Understanding the Power of Transformers: A Guide to Sentence Embeddings in Spark NLP

John Snow Labs

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"),

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Unlocking the Power of Sentiment Analysis with Deep Learning

John Snow Labs

There are separate blog posts for the rule-based systems and for statistical methods. In this article, we will discuss using a pretrained Deep Learning (DL) model and then training a model, which chains together algorithms that aim to simulate how the human brain works. Spark NLP + Healthcare NLP). setInputCol("text").setOutputCol("document")