Perform advanced NLP with our no-code solutions on KNIME: Analyze data from any source to understand customer attitudes, opinions, and emotions about your brand and offering. React accordingly in a quick and efficient manner!
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Tokenization: Split the document into words – this is an essential task for text processing
Part-of-speech Tagging: Determine meaningful parts of the sentence
Named Entity Recognition: Extract entities mentioned in the document
Lemmatization: Transform words to their root form
Morphology Analysis: Understand relationships between subjects, objects, and actions in the sentence
Vectorization: Represent words and documents as vectors so they can be used for machine learning
Process thousands of support conversations, customer reviews, or social media posts. Feed in raw text – no text processing needed!
Text Classification: Identify the type or sentiment of the document
Document Classification: Label documents according to their content
Multi-Label Document Classification: Assign different labels to a specific text according to its content
BERT Embeddings and Similarity Search: Understand if documents are alike or different
Aspect Based Sentiment Analysis: Compare customer opinions on your products and services with competitors by categorizing data by aspects, such as quality, comfort, battery life, etc. (will be released in Q4 2021)
Question Answering: Extract an answer from a text without reading it (will be released in 2022)
Tagged Text Visualization: Visualize multiple types of tags simultaneously (will be released in 2022)
Morphology Analysis Visualization: A graphical representation of the relationships between part morphemes of the sentence (will be released in 2022)
More than 18 languages are supported – and this number is growing
We provide an integration for community-approved technologies that will improve the quality of analysis
Our NLP nodes will save you time since you are not required to learn the underlying technologies
Our NLP nodes can be combined with existing KNIME nodes – integrate multiple tools and functionalities such as web scraping, topic modeling, tag clouds, and much more
Do you have feedback, questions, comments about NodePit, want to support this platform, or want your own nodes or workflows listed here as well? Do you think, the search results could be improved or something is missing? Then please get in touch! Alternatively, you can send us an email to firstname.lastname@example.org, follow @NodePit on Twitter, or chat on Gitter!
Please note that this is only about NodePit. We do not provide general support for KNIME — please use the KNIME forums instead.