Here is example code for text classification from character-level using convolutional networks in Torch 7 https://github.com/zhangxiangxiao/Crepe
DeepText: Facebook's text understanding engine
41–50 of 142 posts
Re: DeepText: Facebook's text understanding engine
#42Slightly contrarian, or maybe not-but is anyone else sort of fatigued with social media trying it's hardest to do it all for you? Algorithmic timelines telling me what happened while I was gone (trust me, twitter...I would have gotten to it eventually), prioritizing what shows up (trust me facebook, I do a very good job hiding content on my own), telling me what I ought to buy (trust me, Amazon if I wanted it-I'd eit…
Re: DeepText: Facebook's text understanding engine
#43Earlier quoted context omitted.
Know those little emails that Facebook sends you throughout the day? I've turned most of mine off, but I still like to know when people mention me, or get a page update. Well, I figured out today that when Facebook has these, it doesn't necessarily send them to you right away. Instead it waits until it looks like you've bailed off the site to do something else. Then you get an email notification -- drawing you back i…
I don't use facebook, but couldn't that also be an optimization? Like don't send the user email notifications if they're already on the site where they can see the # of notifications?
Re: DeepText: Facebook's text understanding engine
#44Re: DeepText: Facebook's text understanding engine
#45Yesterday I mentioned vodka to my wife in Facebook Messenger and a few minutes later she saw a vodka advertisement on her timeline. Obviously Messenger will never include end to end encryption.
are you serious? They had to decrypt text so that your wife can read it and that is where they started displaying vodka ads. edit - I meant to say even if they had end-to-end encryption then your text would still need to be decrypted so that other user can read it.
Re: DeepText: Facebook's text understanding engine
#46Earlier quoted context omitted.
Heh yeah I wrote about this a while back - http://techcrunch.com/2013/01/27/facebooks-categorial-impera... But you add human intelligence to this kind of thing and it starts getting creepily accurate much of the time if you're looking to promote certain behaviors, expose others, or what have you.
On yesterday's episode of POI a character said that the Machine (an AI) has to contain a simulation of a person in order to understand what that person will do.
Re: DeepText: Facebook's text understanding engine
#47[1]: This past weekend, a close friend was telling me about his friend who works at Google and the following morning, this Google person came up on my "Friends suggestions". It was the most bizarre thing... I also confirmed with my friend if he looked this Google guy up later on Facebook, which may have prompted his Google friend to show up on mine, and he said he didn't touch Facebook after our conversation.
EDIT: For further clarity.
Re: DeepText: Facebook's text understanding engine
#48I would be interested to learn more about their research behind it. Will there be any papers released? Specifically: how much data did they train on? How many machines for how long? How did the different NN architectures perform? I guess those things would be fine to share without revealing the inner workings.
Re: DeepText: Facebook's text understanding engine
#49Earlier quoted context omitted.
On yesterday's episode of POI a character said that the Machine (an AI) has to contain a simulation of a person in order to understand what that person will do.
I think AlphaGo had a pretty good simulation of its human opponent, even though strategy and intuition are hard.
Re: DeepText: Facebook's text understanding engine
#50Ya know, I normally don't believe in these "Facebook is listening into your conversations"-type voices and opinions because it seems like such an invasion of privacy and the company wouldn't do something like _that_ without permission. However, after a recent episode where I _know_ Facebook was listening to my conversation[1], I'm now much more nervous based on this machine learning news. I've become highly critical…