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Text classification Deep Learning Multi-label classification Dimensionality reduction Embeddings Machine Learning Python
  1. Workflow
    News relevance webinar
    BERT Spacy Redfield
    +4
    This workflow was presented at the webinar "KNIME & Redfield Present State-of-the-Art Language Models, Now Available Through Low-…
    redfield > Public > News relevance webinar
    2
    redfield
  2. Workflow
    Multi-label text classification with Redfield NLP Nodes
    Redfield BERT NLP
    +2
    The example of applying Redfield NLP Nodes for multi-label text classification. In the workflow shown a case with bank customers …
    redfield > Public > Multi-label_text_classification_by_Redfield
    1
    redfield
  3. Workflow
    DBPedia texts classification with BERT by Redfield
    Redfield BERT NLP
    +2
    The workflow uses enhanced version that includes Portuguese texts. English data is taken from here: https://www.kaggle.com/danofe…
    leonard_studer > Public > DBPedia_texts_classification_with_BERT_by_Redfield
    0
    leonard_studer
  4. Workflow
    Sarcasm Detected with Machine Learning
    Redfield BERT Sarcasm
    +3
    In this workflow we are using BERT embeddings to detect sarcasm in texts. Other cases for embeddings are also considered: using P…
    redfield > Public > Sarcasm_detection_with_BERT_by_Redfield
    0
    redfield
  5. Workflow
    Comparing Swedish BERT models for text classification with Knime
    BERT NLP Redfield
    +3
    In this workflow we classify the first messages from threads by their root topic. Messages are taken from popular Swedish forum f…
    redfield > Public > Swedish texts classification with BERT
    0
    redfield
  6. Workflow
    Sentiment Analysis with BERT extension by Redfield
    Deep Learning NLP Machine Learning
    +9
    This workflow demonstrates how to do sentiment analysis with BERT extension for Knime by Redfield.
    redfield > Public > BERT_Sentiment_Analysis_with_BERT_extension
    0
    redfield
  7. Workflow
    Zero Shot Text Classification
    BERT Redfield NLP
    +1
    This example show how Zero Shot Classification node can be used in order to assign the user provided labels to the texts. No trai…
    redfield > Public > Zero Shot Text Classification
    0
    redfield
  8. Workflow
    DBPedia texts classification with BERT by Redfield
    Redfield BERT NLP
    +2
    The workflow uses enhanced version that includes Portuguese texts. English data is taken from here:
    redfield > Public > DBPedia_texts_classification_with_BERT_by_Redfield
    0
    redfield
  9. Workflow
    Multilabel classification of StackOverFlow posts with Redfield NLP Nodes
    Redfield NLP BERT
    +2
    The workflow demonstrates how to appy BERT model for multi-label classification to identify the tags of the StackOverFlow posts.
    redfield > Public > Multilabel_classification
    0
    redfield