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Description

LexVec represents a cutting-edge word embedding technique that excels in various natural language processing applications by factorizing the Positive Pointwise Mutual Information (PPMI) matrix through the use of stochastic gradient descent. This methodology emphasizes greater penalties for mistakes involving frequent co-occurrences while also addressing negative co-occurrences. Users can access pre-trained vectors, which include a massive common crawl dataset featuring 58 billion tokens and 2 million words represented in 300 dimensions, as well as a dataset from English Wikipedia 2015 combined with NewsCrawl, comprising 7 billion tokens and 368,999 words in the same dimensionality. Evaluations indicate that LexVec either matches or surpasses the performance of other models, such as word2vec, particularly in word similarity and analogy assessments. The project's implementation is open-source, licensed under the MIT License, and can be found on GitHub, facilitating broader use and collaboration within the research community. Furthermore, the availability of these resources significantly contributes to advancing the field of natural language processing.

Description

Accelerate your contract drafting process by threefold with the help of AI. Spellbook leverages GPT-3 to analyze and propose language for your contracts directly within Microsoft Word. Drawing from an extensive database of billions of legal phrases, Spellbook delivers instant suggestions for your contractual needs. This allows you to secure better agreements in a shorter time frame. By handling the intricate details, Spellbook frees you to concentrate on delivering strategic insights. Beyond just contract comprehension, Spellbook also taps into a wealth of knowledge from Wikipedia, books, and the web, enabling it to provide relevant information about various topics. Powered by OpenAI's GPT-3, this robust large language model ensures exceptional capabilities. Additionally, Spellbook uniquely combines GPT-3 technology specifically tailored for contract work, seamlessly integrated into Word for your convenience. With this innovative tool, you can streamline your workflow and enhance your legal drafting efficiency.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

Microsoft Word

Integrations

Microsoft Word

Pricing Details

Free
Free Trial
Free Version

Pricing Details

No price information available.
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Vendor Details

Company Name

Alexandre Salle

Country

Brazil

Website

github.com/alexandres/lexvec

Vendor Details

Company Name

Rally

Founded

2018

Country

Canada

Website

www.spellbook.legal/

Product Features

Alternatives

Alternatives

August Reviews

August

August Law
GloVe Reviews

GloVe

Stanford NLP
word2vec Reviews

word2vec

Google