October 28nd 2018

Introducing Industry Word2Vec

Overview


The Eventn Word2Vec service provides pre-trained word2vec models to perform a lexical analysis on. The services makes it easy to keep a finger on the pulse of the most important information across industries from a single API.

The Eventplatform continuously crawls sites across the web in real-time to build vast industry focused data corpuses ready for analysis.

Word2Vec API Docs

What Is Word2Vec?

You shall know a word by the company it keeps (Firth, J. R. 1957:11)

The idea behind Word2Vec is relatively straight forward in that it is assumes that the meaning of a word can be inferred by the company it keeps.

There are two types of Word2Vec, Skip-gram and Continuous Bag of Words (CBOW). Word2Vec takes 'raw' text as input and learns a word by predicting its surrounding context (in the case of the skip-gram model) or predict a word given its surrounding context (in the case of the cBoW model) using gradient descent with randomly initialized vectors.

NOTE: Eventcurrently supports Continuous Bag of Words (CBOW) with Skip-gram coming soon. Please contact us if you have an immediate Skip-gram requirement.

Use Cases

The EventWord2Vec service can be used to surface similar concepts, find unrelated concepts, compute similarity between two words, and more. Having real-time industry corpuses always available means that current trends and topics can be extracted as well as providing product focused integrations for tasks such as SEO, automate customer-facing experiences, as supporting content creatives across agencies and journalism.

Industries

The following industries are supported by the EventWord2Vec service:

Industry NameModel Name
Automotiveautomotive
High-Techhightech
Moviesmovies
Musicmusic

Looking for an industry that is not currently supported? Feel free to contact us to get your industry of choice added.

Get started with the Word2Vec API

Word2Vec API