All Questions
8 questions
0
votes
1
answer
863
views
Can I make a transformer based chatbot which is pretrained on some other dataset?
I'm currently making a medical transformer chatbot from the tutorial from this page:
https://blog.tensorflow.org/2019/05/transformer-chatbot-tutorial-with-tensorflow-2.html
I'm using a text corpus of ...
0
votes
1
answer
205
views
Intent chatbot with numeric and strings data
I am trying to build a chatbot using intents as json file, an example of the intent is
{"tag": "thanks",
"patterns": ["Thanks", "Thank you", &...
- 373
0
votes
1
answer
61
views
Try/Except doesnt work with tflearn. Please
I am a noob and i need help. If I try this simple try/except statement and if I havn't a pretrained model to load, I always get an error.
But if I have already a model to load it works. It does also ...
- 11
0
votes
0
answers
58
views
Loss of a LSTM implemented in Keras with TF2 backend keeps a constant and the parameters are basically not learned while training on a large dataset
We are implementing this following architecture in Tensorflow 2. RNN means LSTM in this model.
This model is used to realize a retrieval-based chatbot found in this paper and this blog. The blog ...
- 873
1
vote
0
answers
84
views
Performance metric for DNN chatbot?
I want to evaluate the performance of pretrained chatbot models, which are based on the Neural Conversational Model by Vinyals and Le. I have researched error metrics such as BLEU or perplexity; ...
- 241
3
votes
2
answers
6k
views
Fine tune GPT-2 Text Prediction for Conversational AI
I am experimenting with the gpt-2 model's conditional text generation to tweak it for a good chatbot. I am using nsheppard's code for retraining it on my custom dataset.
I trained my model on a ...
-1
votes
1
answer
10k
views
How to create a Offline service Chatbot? [closed]
I want to create a Offline chatbot for my personal purpose at home.
So I don't want to use API.AI or WIT.AI or any other Online API's which support my purpose.
Is there any way I can create a chatbot ...
- 1,541
4
votes
1
answer
2k
views
Handle context in a chatbot
I have made a chatbot, using Tensorflow's translation model (with some modifications), by feeding it with message-response pairs from the Ubuntu Dialogue Corpus. I was wondering if anyone has any ...
- 106