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Basics_​operations_​with_​spaCy_​ukrainian

Redfield NLP Nodes: spaCy example

A simple workflow demonstrating how to utilize spaCy nodes in KNIME.

SpaCy basics: Simple text processing operations
A simple workflow demonstrating how to utilize spaCy nodes in KNIME.
Tokenization
Enrichment
NER
Preprocessing & Transformation

Preprocessing


Select the model
Spacy Model Selector
Document
File Reader
Convert textsto document
Spacy Tokenizer
Find namedentities
Spacy NER
Table View (JavaScript)
the whole documentto a single row
GroupBy
Take only nouns
Tag Filter
Add "ся" and "
String Manipulation
Tagged Document Viewer
Tagged Document Viewer
Lemmatized no stop word nouns only
Tagged Document Viewer
Lemmatized,no stop word
Tagged Document Viewer
Add morphology tags
Spacy Morphologizer
Tag parts of speech
Spacy POS Tagger
Stop word filter
Spacy Stop Word Filter
Lemmatize words -bring to the root form
Spacy Lemmatizer
POS tagged doc
Tagged Document Viewer
No stop word
Tagged Document Viewer

Nodes

Extensions

Links

Download

To use this workflow in KNIME, download it from the below URL and open it in KNIME:

Download Workflow
Created by: artem
Created at: 2021-09-22
On NodePit since: 2024-07-26
Last update: 2026-11-07
Created with KNIME version: v5.2.5
Tags: RedfieldSpacyNLPText embeddingsNERPOSMorphologyTokenization

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