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Sentiment analysis
Text classification NLP Sentiment Natural Language Processing Deep learning Text processing Tag Cloud Classification
  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
    Guided Labeling for Document Classification
    Active learning Human-in-the-loop Guided analytics
    +26
    This workflow defines a fully automated web based application that will label your data using active learning and weak supervisio…
    knime > Examples > 50_Applications > 57_Guided_Labeling > 01_Guided_Labeling_for_Document_Classification
    6
    knime
  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
    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
  6. Workflow
    Network Analytics meets Text Processing
    Network mining Text Processing Text Mining
    +7
    The goal of the text processing part of the workflow is to identify the general mood of a user e.g. positive, negative or neutral…
    knime > Examples > 08_Other_Analytics_Types > 04_Social_Media > 02_NetworkAnalytics_meets_TextProcessing
    2
    knime
  7. 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
  8. Workflow
    Guided Labeling for Document Classification (Legacy)
    Active learning Human-in-the-loop Guided analytics
    +15
    Updated workflow with 4.1 nodes available. Check references below. This old legacy workflow defines a fully automated web based a…
    knime > Examples > 50_Applications > 57_Guided_Labeling > 00_Guided_Labeling_for_Document_Classification_(legacy)
    2
    knime
  9. Workflow
    Sentiment Analysis (Classification) of Documents
    Sentiment Analysis Dictionary Based Positive Words
    +2
    This workflow shows how to import text from a csv file, convert it to documents, preprocess the documents and show how to visuali…
    wangsishen11 > Public > Example Workflows > Social Media > Topic Detection Based on Movie Reviews
    2
    wangsishen11
  10. 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
  11. Workflow
    Airline Reviews
    Sentiment analysis Sentiment Machine learning
    +7
    ou work for a Marketing agency that monitors the online presence of a few airline companies to understand how they are being revi…
    knime > Just KNIME It! > Challenge 6 - Airline Reviews
    1
    knime
  12. 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
  13. 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
  14. Workflow
    Sentiment Analysis with Integrated Deployment - Training
    Sentiment analysis Integrated deployment RNN
    +1
    There has been no description set for this workflow's metadata.
    kathrin > Codeless Deep Learning with KNIME > Chapter_10 > Integrated_Deployment > Sentiment_Analysis_Training_With_Integrated_Deployment
    1
    kathrin
  15. Workflow
    Sentiment Analysis with Integrated Deployment - Training
    Sentiment analysis Integrated deployment RNN
    +1
    There has been no description set for this workflow's metadata.
    scottf > Public > ForumWorkflows > 2021 > Sentiment_Analysis_Training_With_Integrated_Deployment 1 ExcelV01(4)
    1
    scottf
  16. 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
  17. Workflow
    Building a Sentiment Analysis Predictive Model - Deep Learning using an RNN
    Sentiment analysis Sentiment Machine learning
    +4
    This workflow uses a Kaggle Dataset including 14K customer tweets towards six US airlines (https://www.kaggle.com/crowdflower/twi…
    knime > Machine Learning and Marketing > Consumer Mindset Metrics > Sentiment Analysis > Deep Learning > Building Sentiment Predictor - Deep Learning
    1
    knime
  18. Workflow
    Building a Sentiment Analysis Predictive Model - Lexicon Based Approach
    Sentiment Lexicon based Sentiment analysis
    +2
    This workflow uses a Kaggle Dataset including 14K customer tweets towards six US airlines (https://www.kaggle.com/crowdflower/twi…
    knime > Machine Learning and Marketing > Consumer Mindset Metrics > Sentiment Analysis > Lexicon-based > Building Sentiment Predictor - Lexicon Based
    1
    knime
  19. Workflow
    Building a Sentiment Analysis Predictive Model - Supervised Machine Learning
    Sentiment analysis Sentiment Machine learning
    +4
    This workflow uses a Kaggle Dataset including 14K customer tweets towards six US airlines (https://www.kaggle.com/crowdflower/twi…
    knime > Machine Learning and Marketing > Consumer Mindset Metrics > Sentiment Analysis > Traditional ML > Building Sentiment Predictor
    1
    knime
  20. Workflow
    Active Learning for Document Classification
    Active learning Human-in-the-loop Guided analytics
    +18
    This workflow defines a fully automated web based application that will label your data using active learning. The workflow was d…
    knime > Examples > 50_Applications > 57_Guided_Labeling > 02_Active_Learning_for_Document_Classification
    1
    knime