Multiclass Event Classification from Text

What is it about?

We presented the first-ever event detection approach for Urdu language text. Multiclass event classification is performed by popular deep learning (DL) models, i.e.,Convolution Neural Network (CNN), Recurrence Neural Network (RNN), and Deep Neural Network (DNN). The one-hot-encoding, word embedding, and term-frequency inverse document frequency- (TF-IDF-) based feature vectors are used to evaluate the Deep Learning(DL) models.

Featured Image

Photo by Jon Tyson on Unsplash

Photo by Jon Tyson on Unsplash

Why is it important?

It is important to tag a sentence with the event it contains for supervised classification.

Perspectives