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Text Classification
NLP Sentiment analysis Redfield BERT Natural Language Processing Classification Deep learning Embedding
  1. Workflow
    Sentiment Analysis with BERT
    Deep Learning NLP Machine Learning
    +8
    This workflow demonstrates how to do sentiment analysis by fine-tuning Google's BERT network. The idea is straight forward: A sma…
    knime > Examples > 04_Analytics > 14_Deep_Learning > 04_TensorFlow2 > 01_BERT_Sentiment_Analysis
    12
    knime
  2. Workflow
    Sentiment Analysis (Classification) of Documents
    Sentiment analysis NLP Natural Language Processing
    +2
    This workflow shows how to import text from a csv file, convert it to documents, preprocess the documents and transform them into…
    knime > Examples > 08_Other_Analytics_Types > 01_Text_Processing > 03_Sentiment_Classification
    7
    knime
  3. Workflow
    Sentiment Analysis
    Deep learning Keras Text classification
    +9
    This workflow shows how to train a simple neural network for text classification, in this case sentiment analysis. The used netwo…
    andisa.dewi > Public > Deep Learning Workshop > Sentiment_Analysis_Deep_Learning
    3
    andisa.dewi
  4. Workflow
    Sentiment Analysis
    Deep learning Keras Text classification
    +11
    This workflow shows how to train a simple neural network for text classification, in this case sentiment analysis. The used netwo…
    knime > Examples > 04_Analytics > 14_Deep_Learning > 02_Keras > 08_Sentiment_Analysis_with_Deep_Learning_KNIME_nodes
    3
    knime
  5. 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
  6. Workflow
    Sentiment Analysis (Classification) of Documents with NGram Features
    NLP Natural Language Processing N-grams
    +2
    The workflow reads textual data from a csv file and converts the strings into documents. The documents are then preprocessed, i.e…
    knime > Examples > 08_Other_Analytics_Types > 01_Text_Processing > 07_Sentiment_Classification_with_NGrams
    2
    knime
  7. Workflow
    Document Classification: Model Training and Deployment
    NLP Natural Language Processing Text Classification
    +1
    The goal of this workflow is to do spam classification using YouTube comments as the dataset. The workflow starts with a data tab…
    knime > Examples > 08_Other_Analytics_Types > 01_Text_Processing > 02_Document_Classification
    2
    knime
  8. Workflow
    Zero-shot text classification for Sentiment Analysis in German
    Text classification Sentiment analysis Deep learning
    +3
    This workflow shows how to use Symanto Brain for zero-shot text classification for the task of sentiment classification.
    Symanto Team > Symanto Text Classification Workflows > Zero-shot text classification and evaluation for Sentiment Analysis in German
    1
    Symanto Team
  9. Workflow
    Zero-shot text classification for Sentiment Analysis in English
    Text classification Sentiment analysis Deep Learning
    +5
    This workflow shows how to use Symanto Brain for zero-shot text classification for the task of sentiment classification.
    Symanto Team > Symanto Text Classification Workflows > Zero-shot text classification and evaluation for Sentiment Analysis in English
    1
    Symanto Team
  10. Workflow
    Zero-shot text classification for Emotion Analysis
    Emotion detection Emotion analysis Emotions classification
    +6
    This workflow shows how to use Symanto Brain for zero-shot text classification for the task of emotions classification.
    Symanto Team > Symanto Text Classification Workflows > Zero-shot text classification and evaluation for Emotion Analysis
    1
    Symanto Team
  11. Workflow
    Zero-shot text classification and evaluation for Sentiment Analysis in Spanish
    Sentiment analysis Text classification Machine learning
    +5
    This workflow shows how to use Symanto Brain for zero-shot text classification for the task of sentiment classification.
    Symanto Team > Symanto Text Classification Workflows > Zero-shot text classification and evaluation for Sentiment Analysis in Spanish
    1
    Symanto Team
  12. Workflow
    Sentiment Analysis (Classification) of Documents
    Sentiment analysis NLP Natural Language Processing
    +1
    This workflow shows how to import text from a csv file, convert it to documents, preprocess the documents and transform them into…
    marcelo_linero > Public > 03_Sentiment_Classification
    1
    marcelo_linero
  13. 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
  14. Workflow
    Sentiment Analysis
    Deep learning Keras Text classification
    +9
    This workflow shows how to train a simple neural network for text classification, in this case sentiment analysis. The used netwo…
    scottf > Public > TextMiningWebinar > Sentiment > Sentiment_Deep_Learning
    1
    scottf
  15. 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
  16. Workflow
    News relevance - Training(2)
    Spacy Redfield Text analysis
    +2
    News relevance - Training This workflow preprocesses labeled news articles, searches keywords and computes embeddings using the n…
    roberto_cadili > spaCy as a low-code extension for NLP > News relevance > News relevance - Training(2)
    0
    roberto_cadili
  17. 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-…
    artem > Public > NLP_exercise > TextProcessing > Exercise2
    0
    artem
  18. Workflow
    News relevance - Training
    Spacy Redfield Text analysis
    +2
    News relevance - Training This workflow preprocesses labeled news articles, searches keywords and computes embeddings using the n…
    roberto_cadili > spaCy as a low-code extension for NLP > News relevance > News relevance - Training
    0
    roberto_cadili
  19. 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-…
    artem > Public > NLP_exercise > TextProcessing > Solution1
    0
    artem
  20. Workflow
    Train an LSTM for Sentiment Analysis
    Deep learning Keras Text classification
    +10
    This workflow shows how to train an LSTM neural network for text classification based on the example of sentiment analysis.
    lada > Public > Examples > Train an LSTM for Sentiment Analysis
    0
    lada