Should you use .mov, .mpeg or .avi? Personally I would recommend using QuickTime .movs, as the QuickTime player can play in both browsers, and on both PCs and Macs. It also has good compression, meaning a good balance between filesize and quality. When giving a file up to be ...
In natural language processing (NLP), word embedding is a termused for the representation of words for text analysis, typically in the form of a real-valued vector that encodes the meaning of the word such that the words that are closer in the vector space are expected to be similar in m...
// Google developer auth key for YouTube data apivideo:{embed:false,// embed YouTube/Vimeo videoswidth:null,// width of embedded playerheight:null,// height of embedded playerytTheme:'dark',// YouTube player theme (light/dark)details:false,// display video details (like title, ...
We model the semantic meaning of a word in a sentence based on two aspects. One is its relatedness to the word vector subspace already spanned by its contextual words. The other is the word’s novel semantic meaning which shall be introduced as a new basis vector perpendicular to this ...
They often fail to understand the fact that the context of a word can drastically alter its meaning (e.g. "You're a rotten crook" versus "You’ll beat that crook in the next election"). Although accurate sentiment analysis techniques may eventually be of use in this area, software ...
videos–meaning the videos were unable to disseminate out through music and pop culture blogs, news sites, and personal blogs the way they did before the restriction. And that’s not a minor detail: the band saw a 90% drop in views when that restriction went into effect. As in, 100,...
then they already have partial buy in - so you do not need to hard sell them the virtues of a product or service, meaning the videos should be broadly informative in nature. Imagine that someone has walked into your physical store and you now have the job of selling this product to them...
what’s inside a language model embedding. You should be too, if one if these applies to you...
The meaning of a data point is implicitly defined by itspositionon the vector space. After the ...
These techniques excel at capturing the semantic meaning of words or documents and the contextual relationships between them, which can be effectively used to extract meaningful data representations, gain a semantic and relational understanding of the data, and measure semantic similarities between words ...