Yes, quite correct! The vectors are dense representations.
But the features aren't individually interpretable, in practice. For instance, the 'gender' of a word may have it's signal scattered over several features/dimensions of the learned vector.
I have to point out though, that it's a bit dangerous to measure classifier accuracy as the percentage of correctly classified samples when you've no idea how the test data is skewed in favor of one class vs. the other (for binary classification, and can be generalized to multi-class problems too).
It's always much better to represent accuracy as the F1 score[1] or to just examine a confusion matrix of the predictions[2].
You're right. It's a shallow single network with the weight embeddings of words at the intermediate layer extracted as the vector-space representation of a word, depending on its context.
None of the examples they've cited at the bottom of that post are actual contributions to a popular open-source project, but seems more like stuff that's been built as a standalone project.
> Had the Congress government been so proactive in 55 years by mandating registration of tea sellers, India would be much safer, more cleaner, and less corrupt.
The Congress is incompetent, no doubt. But does that absolve Modi of tax-evasion now?
> Fun fact : That activist is from Congress party.
Sure. What difference does that make to the outcome of the RTI request?
> Another fun fact : Such activists do not disclose the exact wordings of the RTI query, they intentionally post ambiguous queries and use the reply to create sensational headline. I can challenge any of the Modi haters to share their exact RTI queries before they make sensational headline.
The article says "A Congress supporter and social activist Tehseen Poonawalla, had sought information under the Right to Information (RTI) Act from the railway board about whether there was any record, registration number or official pass issued to Modi allowing or entitling him to sell tea on trains and at stations." I don't really see how the wording here could be ambiguous, but I'd be happy to read an explanation.
I know there are plenty of political shills on online forums, but I think it's our collective responsibility to hold political leaders to high standards of virtue, like truth, something Narendra Modi has been fairly inconsistent with.
Isn't VSCode Electron based too? After reading this article[1], I've shunned desktop apps using Electron, because it just seems wasteful in terms of memory. I've switched back to Sublime.
Not, OP, but I've worked for an ad-agency in a software-dev role.
Their primary code base is written in Java, monitoring scripts in Python/Ruby, and tracking pixel code in JavaScript, so I would have days in which I coded in all 3, albeit for separate use-cases.
https://www.youtube.com/watch?v=cFvL4HLV1vw