116 citations · 174 across the 3 of their papers we have counts for
3 papers
Evaluating Various Tokenizers for Arabic Text Classification
Zaid Alyafeai, Maged S. Al-shaibani, Mustafa Ghaleb +1
The first step in any NLP pipeline is to split the text into individual tokens. The most obvious and straightforward approach is to use words as tokens. However, given a large text…
Knowledge Distillation in Deep Learning and its Applications
Abdolmaged Alkhulaifi, Fahad Alsahli, Irfan Ahmad
Deep learning based models are relatively large, and it is hard to deploy such models on resource-limited devices such as mobile phones and embedded devices. One possible solution…
A Survey on Transfer Learning in Natural Language Processing
Zaid Alyafeai, Maged Saeed AlShaibani, Irfan Ahmad
Deep learning models usually require a huge amount of data. However, these large datasets are not always attainable. This is common in many challenging NLP tasks. Consider Neural M…