GloVeStanford NLP
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Related Products
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About
GloVe (Global Vectors for Word Representation) is an unsupervised learning algorithm developed by the Stanford NLP Group to obtain vector representations for words. It constructs word embeddings by analyzing global word-word co-occurrence statistics from a given corpus, resulting in vector spaces where the geometric relationships reflect semantic similarities and differences among words. A notable feature of GloVe is its ability to capture linear substructures within the word vector space, enabling vector arithmetic to express relationships. The model is trained on the non-zero entries of a global word-word co-occurrence matrix, which records how frequently pairs of words appear together in a corpus. This approach efficiently leverages statistical information by focusing on significant co-occurrences, leading to meaningful word representations. Pre-trained word vectors are available for various corpora, including Wikipedia 2014.
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About
Text Analysis is a complex and specialized task. Textalytic makes it super simple to extract insight from the textual content. Use our corpus builder to preprocess your text. Copy and paste the text into the editor or upload a file from your computer or Dropbox. You can view your results in a table, graphs, or export them to csv and pdf format. Graphs can be saved as image files, embedded on websites, or emailed. Gain insights from rich colorful charts and graphs. The compare features function allows you to compare features in a dynamic scatterplot. Analyze the frequency of words that describe a noun or pronoun. Analyze the frequency of words that describe an action or state of being. Analyze the frequency of words that indicates the relationship of words. Analyze frequency of group of words that define the subject.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
Data scientists in search of a solution to enhance their natural language processing models with word embeddings that capture global statistical information from large text corpora
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Audience
Anyone in need of a text analysis solution
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and Videos |
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Pricing
Free
Free Version
Free Trial
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Pricing
$19 per month
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationStanford NLP
United States
nlp.stanford.edu/projects/glove/
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Company InformationTextalytic
United States
www.textalytic.com
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Integrations
No info available.
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Integrations
No info available.
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