Stuck on building a customer support chatbot from scratch using reddit dataset Announcing the arrival of Valued Associate #679: Cesar Manara Planned maintenance scheduled April 23, 2019 at 23:30 UTC (7:30pm US/Eastern) 2019 Moderator Election Q&A - Questionnaire 2019 Community Moderator Election ResultsQuestion 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
How can I introduce the names of fantasy creatures to the reader?
What is the evidence that custom checks in Northern Ireland are going to result in violence?
Why not use the yoke to control yaw, as well as pitch and roll?
Does the Pact of the Blade warlock feature allow me to customize the properties of the pact weapon I create?
Putting Ant-Man on house arrest
Compiling and throwing simple dynamic exceptions at runtime for JVM
Can the van der Waals coefficients be negative in the van der Waals equation for real gases?
What is the definining line between a helicopter and a drone a person can ride in?
Why are two-digit numbers in Jonathan Swift's "Gulliver's Travels" (1726) written in "German style"?
Can gravitational waves pass through a black hole?
How is an IPA symbol that lacks a name (e.g. ɲ) called?
tabularx column has extra padding at right?
What's the difference between using dependency injection with a container and using a service locator?
How to mute a string and play another at the same time
A German immigrant ancestor has a "Registration Affidavit of Alien Enemy" on file. What does that mean exactly?
Why do people think Winterfell crypts is the safest place for women, children & old people?
How to break 信じようとしていただけかも知れない into separate parts?
If gravity precedes the formation of a solar system, where did the mass come from that caused the gravity?
Does Prince Arnaud cause someone holding the Princess to lose?
Marquee sign letters
What could prevent concentrated local exploration?
How to ask rejected full-time candidates to apply to teach individual courses?
Is Vivien of the Wilds + Wilderness Reclamation a competitive combo?
Why doesn't the university give past final exams' answers?
Stuck on building a customer support chatbot from scratch using reddit dataset
Announcing the arrival of Valued Associate #679: Cesar Manara
Planned maintenance scheduled April 23, 2019 at 23:30 UTC (7:30pm US/Eastern)
2019 Moderator Election Q&A - Questionnaire
2019 Community Moderator Election ResultsQuestion 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
$endgroup$
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
$endgroup$
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
add a comment |
add a comment |
1 Answer
1
active
oldest
votes
$begingroup$
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
1,2521833
$endgroup$
add a comment |
Your Answer
StackExchange.ready(function()
var channelOptions =
tags: "".split(" "),
id: "557"
;
initTagRenderer("".split(" "), "".split(" "), channelOptions);
StackExchange.using("externalEditor", function()
// Have to fire editor after snippets, if snippets enabled
if (StackExchange.settings.snippets.snippetsEnabled)
StackExchange.using("snippets", function()
createEditor();
);
else
createEditor();
);
function createEditor()
StackExchange.prepareEditor(
heartbeatType: 'answer',
autoActivateHeartbeat: false,
convertImagesToLinks: false,
noModals: true,
showLowRepImageUploadWarning: true,
reputationToPostImages: null,
bindNavPrevention: true,
postfix: "",
imageUploader:
brandingHtml: "Powered by u003ca class="icon-imgur-white" href="https://imgur.com/"u003eu003c/au003e",
contentPolicyHtml: "User contributions licensed under u003ca href="https://creativecommons.org/licenses/by-sa/3.0/"u003ecc by-sa 3.0 with attribution requiredu003c/au003e u003ca href="https://stackoverflow.com/legal/content-policy"u003e(content policy)u003c/au003e",
allowUrls: true
,
onDemand: true,
discardSelector: ".discard-answer"
,immediatelyShowMarkdownHelp:true
);
);
Sign up or log in
StackExchange.ready(function ()
StackExchange.helpers.onClickDraftSave('#login-link');
);
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
StackExchange.ready(
function ()
StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fdatascience.stackexchange.com%2fquestions%2f46843%2fstuck-on-building-a-customer-support-chatbot-from-scratch-using-reddit-dataset%23new-answer', 'question_page');
);
Post as a guest
Required, but never shown
1 Answer
1
active
oldest
votes
1 Answer
1
active
oldest
votes
active
oldest
votes
active
oldest
votes
$begingroup$
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
1,2521833
$endgroup$
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
1,2521833
$endgroup$
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
1,2521833
$endgroup$
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
1,2521833
answered Mar 7 at 17:44
I_Play_With_DataI_Play_With_Data
1,2521833
answered Mar 7 at 17:44
I_Play_With_DataI_Play_With_Data
1,2521833
answered Mar 7 at 17:44
I_Play_With_DataI_Play_With_Data
1,2521833
1,2521833
add a comment |
add a comment |
Thanks for contributing an answer to Data Science Stack Exchange!
- Please be sure to answer the question. Provide details and share your research!
But avoid …
- Asking for help, clarification, or responding to other answers.
- Making statements based on opinion; back them up with references or personal experience.
Use MathJax to format equations. MathJax reference.
To learn more, see our tips on writing great answers.
Sign up or log in
StackExchange.ready(function ()
StackExchange.helpers.onClickDraftSave('#login-link');
);
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
StackExchange.ready(
function ()
StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fdatascience.stackexchange.com%2fquestions%2f46843%2fstuck-on-building-a-customer-support-chatbot-from-scratch-using-reddit-dataset%23new-answer', 'question_page');
);
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function ()
StackExchange.helpers.onClickDraftSave('#login-link');
);
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function ()
StackExchange.helpers.onClickDraftSave('#login-link');
);
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function ()
StackExchange.helpers.onClickDraftSave('#login-link');
);
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
