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Tensorflow chatbot based on the seq2seq model, trained on a twitter chat log

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VeeShostak/tensorflow-seq2seq-chat-bot

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tensorflow-seq2seq-chat-bot

Special thanks to suriyadeepan, where the code is adapted from. Check out his great article on seq2seq - Practical seq2seq, for more details.

Model

Datasets

Update

After tweaking the dataset to bring down the overall % of unknown tokens to 3%, increasing vocabulary to 8000, the results are promising.

Query Reply
donald trump won last nights presidential debate according to snap online polls thought he was a joke
trump campaign please never delete this he was a joke
s new scoop is unk the castro connection how trumps company violated the us embargo against cuba trump is a disgrace to the debate and the media is not a liar
who won the first presidential debate trump will be a better time for a man
just wanna live in unk everything is 10x better there i was just on the same side and i was like it was a good time
the lil girl i forgot her name scares the shit out of me n probably always will lmaooo she was so cute and she was so cute and she was a bitch
question of the day who do you think won last nights debate weigh in using hillary is a trump supporter and a woman who has a better job than a woman
trump is a total embarrassment hes like a unk child who happens to be a professional liar and con man trump is a lot of money to get a great country
chill the fuck out thats what i said
so fun to see what the special effects team created for wow that is the best thing ive ever seen
she was fine too unk voice she is a good guy
the important ones are still here i dont think so
been drinking pumpkin spice protein shake every morning for a week and now i literally cannot even me too i just got it
lmao i just lost my job and i cant even leave early to be in the unk video today literally the same thing
hey happy birthday have a nice day thank you

Credits