Skip to content

Bidrectional Attention Flow with more attention on context comprehension

License

Notifications You must be signed in to change notification settings

sepehrfard/More_Attention_BIDAF

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

17 Commits
 
 
 
 
 
 
 
 
 
 

Repository files navigation

More_Attention_BIDAF

Bidrectional Attention Flow with more attention on context comprehension

This model was the recreation of original paper All you need is Attention with improved performance using AdaBoost activation function and scheduled learning rate. Using SQuAD 2.0 dataset, model was utilized for Question Answering application. SQuAD 2.0 consited of answerable questions, and non answerable questions to benchmark the model on true undrestanding of given context. Non answerable questions perfomance is used to show weather model is simply returning probablity of some sentence existing in context and question or weather it is able to check weather question is unrelated to context and does not offer viable answer to the question using given context.

Model Architecture:

Image of Model

Use Case

Image of Use Case

About

Bidrectional Attention Flow with more attention on context comprehension

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages