This node applies a Word Vector Model to Documents or Strings, meaning that every
word contained in the text (tokenized by whitespace) will be replaced by the corresponding Word Vector if the word
is available in the Word Vector dictionary. This will result in a list of Word Vectors.
If specified, the node calculates the mean of these vectors resulting in a single representation
of the input.
The KNIME Deeplearning4J Integration has been marked as legacy with KNIME Analytics Platform 5.0 and will be deprecated in a future version. If you are using this extension in a production workflow, consider switching to one of the other deep learning integrations available in KNIME Analytics Platform.
Options
Popular Predecessors
- GroupBy7 %
- Doc2Vec Learner (legacy)6 %
- Word2Vec Learner (legacy)5 %
- Column Expressions (legacy)3 %
- Rule-based Row Splitter3 %
- Word Vector Model Reader (legacy)3 %
Stop Word Filter3 %Excel Reader (XLS)3 %CSV Reader2 %Column Rename2 %- String Manipulation2 %
- Snowball Stemmer2 %
- Row Sampling2 %
File Reader2 %Row Splitter (deprecated)2 %- Partitioning2 %
- Chunk Loop Start2 %
- Model Reader2 %
- Excel Reader2 %
- RowID2 %
- Case Converter1 %
- Missing Value1 %
- String Splitter (Regex)1 %
- Vocabulary Extractor (legacy)1 %
Strings To Document1 %- Word Vector Apply (legacy)1 %
- Stop Word Filter1 %
- String to Term1 %
- Chi-Square Keyword Extractor1 %
- Java Snippet1 %
- Keygraph Keyword Extractor1 %
Python Script (1⇒1)1 %- Reference Row Filter1 %
- N Chars Filter1 %
- Joiner1 %
- Try (Data Ports)< 1 %
Concatenate (Optional in)< 1 %Row Filter (deprecated)< 1 %- Document Data Extractor< 1 %
- Strings to Document< 1 %
Database Reader< 1 %Model Reader< 1 %- Constant Value Column< 1 %
- Table To DL4J Vector (Regression) (legacy)< 1 %
- Category to Class< 1 %
- Bag Of Words Creator< 1 %
- Sentence Extractor< 1 %
- CSV Reader< 1 %
- Dictionary Replacer< 1 %
- Table Creator< 1 %
- Distance Matrix Pair Extractor< 1 %
- Concatenate< 1 %
Number To String< 1 %- Equal Size Sampling< 1 %
- Column Filter< 1 %
- String Replacer< 1 %
Word Vector Model Reader< 1 %- Case Converter< 1 %
- Term to String< 1 %
- JSON to Table< 1 %
- Column List Loop Start< 1 %
- Group Loop Start< 1 %
- X-Partitioner< 1 %
- Category to Number< 1 %
- Rule-based Row Filter< 1 %
- Random Boolean Assigner< 1 %
- Random Number Assigner (Apache)< 1 %
Excel Reader (XLS)< 1 %- Stanford Lemmatizer< 1 %
- Tag Filter< 1 %
- Word Parser< 1 %
POS tagger< 1 %Bag of Words Creator< 1 %- Document Vector< 1 %
Table Reader< 1 %- Cell Splitter< 1 %
- Duplicate Row Filter< 1 %
- HiLite Row Splitter< 1 %
Joiner< 1 %- Rank< 1 %
- Math Formula< 1 %
- TF< 1 %
- Topic Extractor (Parallel LDA)< 1 %
- List Box Widget< 1 %
- String Widget< 1 %
- Python Script (legacy)< 1 %
Views
- This node has no views
Workflows
04_Word_Embedding_ClaxKNIME Hub- 04_Word_Embedding_ClaxKNIME Hub
- 07_Simple_Document_Classification_Using_Word_VectorsKNIME Hub
- Example 2 - Airlines Recommendation (Skytrax reviews)KNIME Hub
- KNIME_textanalysis_group_project_PAKNIME Hub
- Show all 9 workflows
Links
- No links available
Developers
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