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A neural chatbot using sequence to sequence model with
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attentional decoder.
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attentional decoder. This is a fully functional chatbot.
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This is based on Google Translate Tensorflow model
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https://github.com/tensorflow/models/blob/master/tutorials/rnn/translate/
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class CS 20SI: "TensorFlow for Deep Learning Research"
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cs20si.stanford.edu
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The detailed assignment handout can be found at: (not updated)
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The detailed assignment handout can be found at http://web.stanford.edu/class/cs20si/assignments/a3.pdf
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See output_convo.txt for sample conversations.
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<h2>Sample conversation</h2>
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HUMAN ++++ hi
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BOT ++++ hi . what ' s your name ?
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HUMAN ++++ i'm chip
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BOT ++++ please .
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HUMAN ++++ please what?
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BOT ++++ i don ' t know what to say .
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HUMAN ++++ where are you from?
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BOT ++++ california .
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HUMAN ++++ do you like california?
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BOT ++++ i ' m okay .
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HUMAN ++++ i like california a lot
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BOT ++++ of what ?
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HUMAN ++++ i live here
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BOT ++++ and what is it ?
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HUMAN ++++ california
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BOT ++++ i don ' t know what to say .
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HUMAN ++++ i'm a student here
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BOT ++++ and get it out of here .
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HUMAN ++++ what do you like to do in your free time?
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BOT ++++ and what about the gun ?
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HUMAN ++++ do you have a gun?
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BOT ++++ yes .
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HUMAN ++++ you're dangerous!
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BOT ++++ i ' m not .
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HUMAN ++++ do you go hunting?
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BOT ++++ i can do .
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HUMAN ++++ what do you hunt?
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BOT ++++ virgin .
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HUMAN ++++ that's very bad
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BOT ++++ and you in love ?
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HUMAN ++++ no i'm not
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BOT ++++ please - -
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HUMAN ++++ okay, i am
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BOT ++++ and you are good .
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HUMAN ++++ yeah i am good too.
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BOT ++++ good good to you .
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HUMAN ++++ are you in love?
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BOT ++++ i ' m ready .
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HUMAN ++++ ready for what?
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BOT ++++ for what ?
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HUMAN ++++ for what?
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BOT ++++ i don ' t know what to say .
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HUMAN ++++ tell me
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BOT ++++ i can do it .
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HUMAN ++++ okay, tell me what you're ready for
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BOT ++++ i ' m doing you .
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HUMAN ++++ no you're not
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BOT ++++ please !
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HUMAN ++++ this is a strange conversation
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BOT ++++ i don ' t know what to say .
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HUMAN ++++ are you a guy?
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BOT ++++ of what ?
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HUMAN ++++ are you a boy?
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BOT ++++ i ' m fine .
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HUMAN ++++ are you a man?
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BOT ++++ i ' m a little .
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HUMAN ++++ what's your name?
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BOT ++++ chris -
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HUMAN ++++ chris who?
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BOT ++++ cornelius .
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HUMAN ++++ so i guess you're a guy.
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BOT ++++ i am .
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HUMAN ++++ okay
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BOT ++++ okay ?
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HUMAN ++++ do you have a girlfriend?
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BOT ++++ i ' m sure .
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HUMAN ++++ what's her name?
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BOT ++++ let ' s talk about something else .
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See output_convo.txt for more sample conversations.
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<h2>Usage</h2>
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Usage:
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Step 1: create a data folder in your project directory, download
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the Cornell Movie-Dialogs Corpus from
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https://www.cs.cornell.edu/~cristian/Cornell_Movie-Dialogs_Corpus.html
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I kindly ask you to send me the output_convo.txt so that I can improve
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the chatbot. My email is huyenn@stanford.edu
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If you find the tutorial helpful, please head over to Anonymous Chatlog Donation
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If you find the tutorial helpful, please head over to <a href="http://web.stanford.edu/class/cs20si/anonymous_chatlog.pdf">Anonymous Chatlog Donation</a>
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to see how you can help us create the first realistic dialogue dataset.
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Thank you very much!
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=======
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You can see sample conversations in output_convo.txt <br>
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Starter code and assignment handout will be out in a few hours
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