Re:A Deep Reinforcement Learning Chatbot
by WillReplyfFood on Monday January 29, 2018 @04:23AM
(#16256382)
I tryied something like that- to generate a sort of stack overflow chatbot from a tech support chat my OS-Comunity keeps up.
The problems usually are not in training the thing, the problem comes with filtering the data.
There is usually a lot of meta- and memes in the chatlogs, and lots of answers come as a web link. Which is not always helpfull. Imagine a user is asked to pastebin a log. The neural net must expand this pastebins into the chat.
Its very easy for a neural net to get lost in these logs or deduce the wrong thing from them.
The problems usually are not in training the thing, the problem comes with filtering the data.
There is usually a lot of meta- and memes in the chatlogs, and lots of answers come as a web link. Which is not always helpfull. Imagine a user is asked to pastebin a log. The neural net must expand this pastebins into the chat. Its very easy for a neural net to get lost in these logs or deduce the wrong thing from them.
Hope you have more success then i had with this.