LexVec

LexVec

Alexandre Salle
Spellbook

Spellbook

Rally
+
+

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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.

About

Draft contracts 3x faster with AI. Spellbook uses GPT-3 to review and suggest language for your contracts, right in Microsoft Word. Trained on billions of lines of legal text, Spellbook suggests language for your contracts instantly. Close better deals, faster. Spellbook gets the small stuff out of the way so that you can focus on adding strategic value. Spellbook doesn't just understand contracts. It has been trained on Wikipedia, books and the Internet, so that it can reference facts about the world. Spellbook is powered by OpenAI's GPT-3: a massive large language model providing incredible performance. Spellbook is the only GPT-3 powered tool that has been tuned for contracting & integrated with Word.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Computational linguists and NLP researchers searching for a tool to improve their semantic analysis and language modeling

Audience

Users and lawyers that want to draft contracts 3x faster with AI

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Alexandre Salle
Brazil
github.com/alexandres/lexvec

Company Information

Rally
Founded: 2018
Canada
www.spellbook.legal/

Alternatives

GloVe

GloVe

Stanford NLP

Alternatives

August

August

August Law
word2vec

word2vec

Google

Categories

Categories

Integrations

Microsoft Word

Integrations

Microsoft Word
Claim LexVec and update features and information
Claim LexVec and update features and information
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