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[I'm one of the Microsoft Research people who worked on this] Thanks for your questions! We have thought of many heuristics but we didn't want to constrain the dataset release on s…

[I'm one of the Microsoft Research people who worked on this] (thanks Nick. Here are the links) Generative Code Modeling with Graphs: https://arxiv.org/abs/1805.08490 Learning to R…

[I'm one of the Microsoft Research people who worked on this] That's certainly true for simple use cases. Our goal here is to eventually also capture the long-tail of queries about…

[I'm one of the Microsoft Research people who worked on this] We did consider adding StackOverflow questions. Some of our queries in the CodeSearchNet challenge do actually come fr…

Using machine learning like this https://arxiv.org/pdf/1506.05869.pdf would be fun for this and avoid(?) canned responses...

An upcoming NIPS paper seems to be a followup "Hidden Technical Debt in Machine Learning Systems" D Sculley*, Google Research; Gary Holt, ; Daniel Golovin, Google, Inc.; Eugene Dav…

http://googleresearch.blogspot.co.uk/2015/08/the-reusable-ho... this seems relevant to the article.

http://research.microsoft.com/en-us/um/people/marron/selectp... has some interesting technical information about time-travel debugging.

I use https://github.com/magicmonty/bash-git-prompt which I also like. It seems to present less information than this one though

There is this https://code.google.com/p/gittorrent/ although I've never tried it... edit: a more recent (?) link https://github.com/cjb/gittorrent

Well, they should now ask for this link to also be removed...

So, is this essay also considered harmful by self-reference?

Some of the advice seems to be oriented for a US-like culture (e.g. be direct). Other cultures might have different conventions, I think.

I do not expect them to decrease military expenditures. Their coalition partners (the far-right "Independent Greeks" that will be "holding" the ministry of defense) will not allow …

There is some recent research has shown that programming languages present some "naturalness": Hindle, Abram, et al. "On the naturalness of software." Software Engineering (ICSE), …

Although it is interesting, I think that the data should be normalized for life expectancy. A country with a lower life expectancy will necessarily have a younger population. So in…

From a machine learning perspective (i.e. theoretically according to my view) this is useful because source code is highly structured with very complex constraints and tons of data…

This is a new and very interesting area in machine learning and software engineering. Anyone interested might also find the following papers interesting too Hindle, Abram, et al. "…

Naturalize ( http://groups.inf.ed.ac.uk/naturalize/ ) is another related machine learning based tool that suggests appropriate identifier names for Java. Details on the implementat…