LexVecAlexandre Salle
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Related Products
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About
The web is talking about your business. Find these conversations and join in. Instant mentions from all around the Web and social media. At Awario, we want you to be the first to know when important conversations spark out online. Unlike other monitoring apps that rely on a single third-party data provider, we crawl over 13 billion web pages daily, in addition to the APIs. So when we say Awario is the most immediate way to learn about new mentions, we aren't messing around. Find important discussions, join them in real time, and spread the word about your product, service, or content across social and the Web to reach new audiences and trigger word-of-mouth marketing. Social media is full of invaluable market information and consumer intelligence - but it's also full of noise. Sieve out meaningful customer insights with Awario to understand your audience better and marketing campaigns.
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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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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
Small to mid-sized businesses that want to monitor their brand online
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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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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 |
Screenshots and Videos |
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Pricing
$39.00 per month
Free Version
Free Trial
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Pricing
Free
Free Version
Free Trial
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Reviews/
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Reviews/
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Pros & Cons from Real UsersPros
Cons
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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 InformationAwario
Cyprus
awario.com
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Company InformationAlexandre Salle
Brazil
github.com/alexandres/lexvec
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Categories |
Categories |
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Social Media Monitoring Features
Audience Segmentation
Competitive Analysis
Configurable Alerts
Customer Engagement
Dashboard
Impact Scoring
Influencer Tracking
Reputation Management
Sentiment Analysis
Trend Tracking
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Integrations
Desktop.com
Discovered Markets
Facebook
Rambox
Slack
Stackreaction
X (Twitter)
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Integrations
Desktop.com
Discovered Markets
Facebook
Rambox
Slack
Stackreaction
X (Twitter)
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