GloVeStanford NLP
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About
AI and unsupervised Machine Learning finds your critical information. Using the latest AI and unsupervised machine learning technology to analyze communication networks, FACT360 uncovers information that is critical to your organization or investigation, generating results that are impossible to achieve in other ways. Analyze communication flows and networks to uncover critical information. Millions of emails, messages and documents processed in real-time. AI and ML analysis identifies key individuals, documents and events. Customizable dashboards provide actionable insights. Identify exceptional activity without the need for user-defined rules or custom configuration. Early warning system to identify threats as they arise. Find key evidence during historical investigations. Identify key individuals based on activity, not intuition. A rational basis on which to take strategic decisions. Unsupervised Machine Learning with no need for user-defined rules or custom configuration.
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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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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
Companies in need of an AI and unsupervised machine learning solution to process emails, messages or documents
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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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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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Pricing
No information available.
Free Version
Free Trial
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Pricing
Free
Free Version
Free Trial
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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 InformationFACT360
United Kingdom
fact360.co
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Company InformationStanford NLP
United States
nlp.stanford.edu/projects/glove/
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Integrations
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Integrations
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