#word embeddings

[cyberlabe]

Named Entity Disambiguation Boosted with Knowledge Graphs

[allthingslinguistic]

Robot Mind Meld is a game of exploring word map relationships. From the description:

I was designed by Alex Lew, and am powered by Conceptnet Numberbatch, a set of “word embeddings” that allow me to think quantitatively about words and their relationships. Constructed by analyzing millions of documents for patterns, these “numberbatches” now play a role in most programs that process language, from speech recognition to machine translation.

Play it yourself here.

[softlabsgroup05]

Discover the foundational elements of Natural Language Processing (NLP) through our informative overview. This concise breakdown simplifies NLP's essential building blocks, crucial for understanding text analysis and language understanding. Perfect for those interested in delving into the world of AI. Stay informed with Softlabs Group for more insightful content on advanced technologies.

[cyberlabe]

Who wants word embeddings anymore?

[cyberlabe]

Personalized high quality news recommendations using word embeddings and text classification models

We presented the design of a content-based news recommendation system. We based our novel ranking framework on four scores; a personalized score using a semantic vector representation for the articles and the users, a click-bait score, a predicted popularity score based on the headline, and a coverage score based on the number of the related articles and the quality of their source.

[anthrochristianramsey]

Weekend project time! NLP Word Embeddings 

#mxmnml #wordembeddings #nlp #naturallanguageprocess

[anthrochristianramsey]

Todays Lecture: Word Embedding Part II  w/ Tensorflow

[anthrochristianramsey]

Finally figured out why my embeddings showed little to no variance. > 60% Retweets