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Public

This directory contains 22 workflows.

IconMulti-label_​text_​classification_​by_​Redfield 

The example of applying Redfield NLP Nodes for multi-label text classification. In the workflow shown a case with bank customers complaints written as a […]

IconMultilabel_​classification 

The workflow demonstrates how to appy BERT model for multi-label classification to identify the tags of the StackOverFlow posts.

IconNashville_​meetup_​demo 

The workflow describes a simple use case how Neo4j Graph Data Science and Knime algorithms can be used together.

IconNashville_​meetup_​demo_​batch_​mode 

The workflow describes a simple use case how Neo4j Graph Data Science and Knime algorithms can be used together.

IconNews relevance webinar 

This workflow was presented at the webinar "KNIME & Redfield Present State-of-the-Art Language Models, Now Available Through Low-Code/No-Code" on September […]

IconRedfield_​Privacy_​extension_​example 

The workflow gives an example of how the Privacy extension nodes are used for data anonymization and risk assessment. A simple example is shown how to […]

IconSarcasm_​detection_​with_​BERT_​by_​Redfield 

In this workflow we are using BERT embeddings to detect sarcasm in texts. Other cases for embeddings are also considered: using PCA for dimensionality […]

IconScraping and analyzing Breaking Bad subtitles with Redfield NLP nodes 

Scraping Breaking Bad series subtitles with Selenium nodes and analysing with Redfield NLP Nodes extension. Demo shows how utilize Spacy nodes combined […]

IconSpacy for text analysis 

This workflow shows how Spacy nodes can easily be integrated with Knime Text Processing nodes for topic modeling, terms co-occurence and terms importance […]

IconSpacy_​example 

A simple workflow demostrating how to utilize all Spacy nodes in Knime. The example is given for Portuguese texts from Wikipedia.