Evaluating Urdu Text Smmarization System Using ROUGE

Author:  ​​ ​​ ​​ ​​​​  Hira Arshad Email ID:  ​​​​  hiraarshad073@gmail.com Affiliation: MS (CS), COMSATS University​​ Islamabad, Lahore Campus, Pakistan         Learn ROUGE: Evaluation Metrics for Text Summarization Task         Aim Aim of this tutorial is to explain different ROUGE evaluation metrics and how these metrics work and strengths and weaknesses of all […]

ROUGE-an Evaluation Metric for Text Summarization

Author:  ​​ ​​ ​​ ​​​​  Hira Arshad Email ID:  ​​​​  hiraarshad073@gmail.com Affiliation: MS (CS), COMSATS University​​ Islamabad, Lahore Campus, Pakistan     Learn ROUGE: Evaluation Metric for Text Summarization Task   Aim Aim of this tutorial is to explain different ROUGE evaluation metrics and how these metrics work and strengths and weaknesses of all metrics. What Will You Need […]

Develop Neural Machine Translation System using OpenNMT

Author:  ​​ ​​ ​​ ​​​​  Hira Arshad Email ID:  ​​​​  hiraarshad073@gmail.com Affiliation: MS (CS), COMSATS University​​ Islamabad, Lahore Campus, Pakistan Develop Neural Machine Translation System using OpenNMT Aim Aim of this tutorial is to provide a step by step guide to learn to develop Neural Machine Translation System using OpenNMT-py and learn about evaluation measure for machine translation. What […]

Fork and edit files in Github repository

Author:  ​​ ​​ ​​ ​​​​  Hira Arshad Email ID:  ​​​​  hiraarshad073@gmail.com Affiliation: MS (CS), COMSATS University​​ Islamabad, Lahore Campus, Pakistan Fork and Edit Files in Github Repository Aim Aim of this tutorial is to explain the process to fork github repository, upload data and clone repository in your project. What Will You Need PC/Laptop Good internet connection Github account […]

Dataset Preparation for OpenNMT Project

Author:  ​​ ​​ ​​ ​​​​  Hira Arshad Email ID:  ​​​​  hiraarshad073@gmail.com Affiliation: MS (CS), COMSATS University​​ Islamabad, Lahore Campus, Pakistan Language-Pair Dataset Preparation for Machine Translation Aim Aim of this tutorial is to describe about language pair dataset and explain code in python to split dataset in train, validation and test files. What Will You Need PC/Laptop Good internet […]