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Word2Vec
Deeplearning Doc2vec Embeddings Machine learning Word vectors Classification Sentiment NLP Natural Language Processing
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    Workflow
    Distances on Word Embeddings
    Word embedding Word2Vec Neural network
    +3
    Here we use word embedding instead of hot encoding, using a Word2Vec Learner node. The hidden layer size is set to 10, therefore …
    knime > Examples > 08_Other_Analytics_Types > 01_Text_Processing > 21_Word_Embedding_Distance
    2
    knime
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    Workflow
    Simple Document Classification using Word Vectors
    Deeplearning Machine learning Word2vec
    +4
    This example shows how to transform a document into a vector using a word vector model and using these vectors for classification…
    knime > Examples > 04_Analytics > 14_Deep_Learning > 01_DL4J > 07_Simple_Document_Classification_Using_Word_Vectors
    1
    knime
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    Workflow
    Calculate Document Distance using Word Vectors
    Deeplearning Machine learning Word2vec
    +3
    First, we read in a dataset containing sentences and assign each document a unique label. The unique label is used to create a do…
    polathdr > Public > 06_Calculate_Document_Distance_Using_Word_Vectors
    0
    polathdr
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    Workflow
    Sentiment Classification using Word Vectors
    Deeplearning Machine learning Word2vec
    +5
    This example shows how to perform sentiment classification using word vectors. In this example, we use IMDb reviews which have ei…
    faryal > Public > 08_Sentiment_Classification_Using_Word_Vectors
    0
    faryal
  5. Go to item
    Workflow
    Calculate Document Distance using Word Vectors
    Deeplearning Machine learning Word2vec
    +3
    First, we read in a dataset containing sentences and assign each document a unique label. The unique label is used to create a do…
    knime > Examples > 04_Analytics > 14_Deep_Learning > 01_DL4J > 06_Calculate_Document_Distance_Using_Word_Vectors
    0
    knime
  6. Go to item
    Workflow
    Sentiment Classification using Word Vectors
    Deeplearning Machine learning Word2vec
    +5
    This example shows how to perform sentiment classification using word vectors. In this example, we use IMDb reviews which have ei…
    knime > Examples > 04_Analytics > 14_Deep_Learning > 01_DL4J > 08_Sentiment_Classification_Using_Word_Vectors
    0
    knime

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