LexVec

LexVec

Alexandre Salle
Plagius

Plagius

GH Software
+
+

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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

Plagius - Plagiarism Detector is a plagiarism checker software that analyzes documents thoroughly for occurrences of suspected plagiarism. This tool is designed to aid in enhancing the quality of academic, as even those who are prone to "copy and paste" can now revise and enhance their work by utilizing Plagius for prior analysis. With the ability to examine documents in various formats, such as Word, PDF, OpenOffice, HTML, and plain text, Plagius generates comprehensive reports detailing the references found, the frequency of occurrences on the internet or local files, and the percentage of suspected plagiarism. Compared to other tools for detecting plagiarism, Plagius boasts several key advantages, including user-friendly operation, superior performance, and efficiency. Thanks to its simplicity and speed, Plagius provides an exceptional plagiarism detection experience for its users.

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

School, teachers, academic institutions, professors

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

No images available

Pricing

Free
Free Version
Free Trial

Pricing

$5.90 per month
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

GH Software
Founded: 2011
Brazil
www.plagius.com

Alternatives

GloVe

GloVe

Stanford NLP

Alternatives

word2vec

word2vec

Google

Categories

Categories

Integrations

No info available.

Integrations

No info available.
Claim LexVec and update features and information
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