Search Results for author: Waseem Shahzad

Found 5 papers, 2 papers with code

Hierarchical Text Classification of Urdu News using Deep Neural Network

no code implementations7 Jul 2021 Taimoor Ahmed Javed, Waseem Shahzad, Umair Arshad

The objectives of this paper are twofold: (1) to develop a large human-annotated dataset of news in Urdu language for hierarchical text classification; and (2) to classify Urdu news hierarchically using our proposed model based on LSTM mechanism named as Hierarchical Multi-layer LSTMs (HMLSTM).

text-classification Text Classification

Co-occurrences using Fasttext embeddings for word similarity tasks in Urdu

1 code implementation22 Feb 2021 Usama Khalid, Aizaz Hussain, Muhammad Umair Arshad, Waseem Shahzad, Mirza Omer Beg

In this paper, we have built a corpus for Urdu by scraping and integrating data from various sources and compiled a vocabulary for the Urdu language.

Word Embeddings Word Similarity

A Diverse Clustering Particle Swarm Optimizer for Dynamic Environment: To Locate and Track Multiple Optima

no code implementations19 May 2020 Zahid Iqbal, Waseem Shahzad

Although, many algorithms have been proposed to handle dynamic problems but still, there are some limitations or drawbacks in every algorithm regarding diversity of particles and tracking of already found optima.

Clustering

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