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Stuck on building a customer support chatbot from scratch using reddit dataset
2019 Community Moderator ElectionQuestion and Answer Chatbot for Customer SupportHow to create and format an image dataset from scratch for machine learning?Predict customer action from previous buying historywrong output for neural network written from scratchHealth Care ChatBotsExplaining what a neural network is learningWhat approaches could be used to teach a model to make appropriate brush strokes to reproduce a painting?Good dataset for sentiment Analysis in Tickets for IT SupportBidirectional GRU: validation loss stuck on plateau diverges from well performing training lossArchitecture for linear regression with variable input where each input is n-sized one-hot encoded
$begingroup$
I've a trained model who can mimic day to day conversation occurring on reddit. But, here my problem is that I want it to reply to a specific use cases based on the vocabulary it had learned.
Summary:-
I am building a college chatbot, and there are many use cases. I've trained a model on reddit dataset, and now I've a model who can mimic reddit conversation. But, I want it to map it's vocabulary to one of my use cases. How should I tackle this scenario?
Any idea? Please help, I've tried searching the internet for days, but no answer.
machine-learning rnn chatbot
asked Mar 7 at 9:00
Neel MishraNeel Mishra
162
$endgroup$
bumped to the homepage by Community♦ 5 hours ago
This question has answers that may be good or bad; the system has marked it active so that they can be reviewed.
add a comment |
$begingroup$
I've a trained model who can mimic day to day conversation occurring on reddit. But, here my problem is that I want it to reply to a specific use cases based on the vocabulary it had learned.
Summary:-
I am building a college chatbot, and there are many use cases. I've trained a model on reddit dataset, and now I've a model who can mimic reddit conversation. But, I want it to map it's vocabulary to one of my use cases. How should I tackle this scenario?
Any idea? Please help, I've tried searching the internet for days, but no answer.
machine-learning rnn chatbot
asked Mar 7 at 9:00
Neel MishraNeel Mishra
162
$endgroup$
bumped to the homepage by Community♦ 5 hours ago
This question has answers that may be good or bad; the system has marked it active so that they can be reviewed.
add a comment |
$begingroup$
I've a trained model who can mimic day to day conversation occurring on reddit. But, here my problem is that I want it to reply to a specific use cases based on the vocabulary it had learned.
Summary:-
I am building a college chatbot, and there are many use cases. I've trained a model on reddit dataset, and now I've a model who can mimic reddit conversation. But, I want it to map it's vocabulary to one of my use cases. How should I tackle this scenario?
Any idea? Please help, I've tried searching the internet for days, but no answer.
machine-learning rnn chatbot
asked Mar 7 at 9:00
Neel MishraNeel Mishra
162
$endgroup$
I've a trained model who can mimic day to day conversation occurring on reddit. But, here my problem is that I want it to reply to a specific use cases based on the vocabulary it had learned.
Summary:-
I am building a college chatbot, and there are many use cases. I've trained a model on reddit dataset, and now I've a model who can mimic reddit conversation. But, I want it to map it's vocabulary to one of my use cases. How should I tackle this scenario?
Any idea? Please help, I've tried searching the internet for days, but no answer.
machine-learning rnn chatbot
machine-learning rnn chatbot
asked Mar 7 at 9:00
Neel MishraNeel Mishra
162
asked Mar 7 at 9:00
Neel MishraNeel Mishra
162
asked Mar 7 at 9:00
Neel MishraNeel Mishra
162
asked Mar 7 at 9:00
Neel MishraNeel Mishra
162
asked Mar 7 at 9:00
Neel MishraNeel Mishra
162
162
bumped to the homepage by Community♦ 5 hours ago
This question has answers that may be good or bad; the system has marked it active so that they can be reviewed.
bumped to the homepage by Community♦ 5 hours ago
This question has answers that may be good or bad; the system has marked it active so that they can be reviewed.
add a comment |
add a comment |
1 Answer
1
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$begingroup$
Welcome to the site! I'm going to make some assumptions here to clarify your question and attempt to give you some guidance: it sounds like (1) you are working with a general chatbot framework and (2) that framework has been trained on a dataset that contains text from reddit.
So, what you need to do is now take that framework and train it again on your own custom dataset (relating to colleges?). I'm assuming that the training can be done based on using a chatbot framework that has this flexibility.
At this point it would beneficial if you posted (1) which chatbot framework you are using and (2) tell us about your data. Do you have a lot of it? Is it in question and answer format?
answered Mar 7 at 17:44
I_Play_With_DataI_Play_With_Data
1,2321833
$endgroup$
add a comment |
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1 Answer
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1 Answer
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$begingroup$
Welcome to the site! I'm going to make some assumptions here to clarify your question and attempt to give you some guidance: it sounds like (1) you are working with a general chatbot framework and (2) that framework has been trained on a dataset that contains text from reddit.
So, what you need to do is now take that framework and train it again on your own custom dataset (relating to colleges?). I'm assuming that the training can be done based on using a chatbot framework that has this flexibility.
At this point it would beneficial if you posted (1) which chatbot framework you are using and (2) tell us about your data. Do you have a lot of it? Is it in question and answer format?
answered Mar 7 at 17:44
I_Play_With_DataI_Play_With_Data
1,2321833
$endgroup$
add a comment |
$begingroup$
Welcome to the site! I'm going to make some assumptions here to clarify your question and attempt to give you some guidance: it sounds like (1) you are working with a general chatbot framework and (2) that framework has been trained on a dataset that contains text from reddit.
So, what you need to do is now take that framework and train it again on your own custom dataset (relating to colleges?). I'm assuming that the training can be done based on using a chatbot framework that has this flexibility.
At this point it would beneficial if you posted (1) which chatbot framework you are using and (2) tell us about your data. Do you have a lot of it? Is it in question and answer format?
answered Mar 7 at 17:44
I_Play_With_DataI_Play_With_Data
1,2321833
$endgroup$
add a comment |
$begingroup$
Welcome to the site! I'm going to make some assumptions here to clarify your question and attempt to give you some guidance: it sounds like (1) you are working with a general chatbot framework and (2) that framework has been trained on a dataset that contains text from reddit.
So, what you need to do is now take that framework and train it again on your own custom dataset (relating to colleges?). I'm assuming that the training can be done based on using a chatbot framework that has this flexibility.
At this point it would beneficial if you posted (1) which chatbot framework you are using and (2) tell us about your data. Do you have a lot of it? Is it in question and answer format?
answered Mar 7 at 17:44
I_Play_With_DataI_Play_With_Data
1,2321833
$endgroup$
Welcome to the site! I'm going to make some assumptions here to clarify your question and attempt to give you some guidance: it sounds like (1) you are working with a general chatbot framework and (2) that framework has been trained on a dataset that contains text from reddit.
So, what you need to do is now take that framework and train it again on your own custom dataset (relating to colleges?). I'm assuming that the training can be done based on using a chatbot framework that has this flexibility.
At this point it would beneficial if you posted (1) which chatbot framework you are using and (2) tell us about your data. Do you have a lot of it? Is it in question and answer format?
answered Mar 7 at 17:44
I_Play_With_DataI_Play_With_Data
1,2321833
answered Mar 7 at 17:44
I_Play_With_DataI_Play_With_Data
1,2321833
answered Mar 7 at 17:44
I_Play_With_DataI_Play_With_Data
1,2321833
answered Mar 7 at 17:44
I_Play_With_DataI_Play_With_Data
1,2321833
1,2321833
add a comment |
add a comment |
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