All Questions
Tagged with text-summarization neural-networks
6 questions
5
votes
4
answers
1k
views
Use Machine/Deep Learning to Guess a String
I want to be able to input a block of text and then have it guess a string within a predefined range (i.e. a string that starts with three letters and ends with five numbers like "XXX12345", etc). ...
3
votes
1
answer
67
views
What should the dimension of the input be for text summarization?
I am trying to build a model for extractive text summarization using keras sequential layers. I am having a hard time trying to understand how to input my x data. Should it be an array of documents ...
0
votes
1
answer
233
views
How to add a pretrained model to my layers to get embeddings?
I want to use a pretrained model found in [BERT Embeddings] https://github.com/UKPLab/sentence-transformers and I want to add a layer to get the sentence embeddings from the model and pass on to the ...
1
vote
0
answers
58
views
How can I generate keywords associated with a website given its URL?
I have a column with links to websites and another column with keywords from those websites. I have to find a map between these two, such that for a new input, which is a website's URL, I can generate ...
4
votes
1
answer
102
views
Can abstractive summarization be achieved using neural networks?
Text summarization is a long-standing research problem that was "ignited" by Luhn in 1958. However, a half century later, we still came nowhere close to solving this problem (abstractive ...
2
votes
2
answers
143
views
What is easier or more efficient to summarize voice or text? [DP/RN]
If possible consider the relationship between implementation difficulty and accuracy in voice examples or simply chat conversations.
And currently, what are the directions on algorithms like Deep ...