LexVecAlexandre Salle
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I.R.I.S. CRISALISI.R.I.S. Institute
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Related Products
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About
LexVec is a word embedding model that achieves state-of-the-art results in multiple natural language processing tasks by factorizing the Positive Pointwise Mutual Information (PPMI) matrix using stochastic gradient descent. This approach assigns heavier penalties for errors on frequent co-occurrences while accounting for negative co-occurrences. Pre-trained vectors are available, including a common crawl dataset with 58 billion tokens and 2 million words in 300 dimensions, and an English Wikipedia 2015 + NewsCrawl dataset with 7 billion tokens and 368,999 words in 300 dimensions. Evaluations demonstrate that LexVec matches or outperforms other models like word2vec in terms of word similarity and analogy tasks. The implementation is open source under the MIT License and is available on GitHub.
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About
Like the caterpillar that turns into a butterfly, CRISALIS® software will transform your crawling, clunky information system into a beautiful thing that flies! CRISALIS® is a "super-app" that ties together high-quality natural resources apps, relevant GIS/mapping datasets, and a huge library of technical documents into an All-In-One Natural Resource Information System. CRISALIS® has been designed, developed, and distributed by our award-winning staff since 1999. This latest version took us over 7 years to develop and test! Provides the foundation, framework, and glue for an All-In-One Natural Resource Information System!
good for all sizes of organizations (especially small to mid-sized ones with small I.T. departments)! Ties together 200+ Forestry/Natural Resources-related apps(including 50 commercial apps)! Can be easily modified to include apps/datasets/docs that you are currently using! Helps you quickly and easily find/use/manage 200,000+ Natural Resources datalayers!
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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
Computational linguists and NLP researchers searching for a tool to improve their semantic analysis and language modeling
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Audience
Companies searching for a customizable resource information software and land informatics system
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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
$2900 one-time payment
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 InformationAlexandre Salle
Brazil
github.com/alexandres/lexvec
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Company InformationI.R.I.S. Institute
Founded: 1995
United States
www.irisinfosys.org/crisalis.html
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Categories |
Categories |
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Forestry Features
Barcoding / RFID
Contract Management
Cost Accounting
Customer Management
Financial Management
Harvest Management
Order Processing
Pricing Management
Production Tracking
Supplier Management
Transportation Management
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Integrations
No info available.
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Integrations
No info available.
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