In today’s world, mental health diseases have become highly prevalent, and depression is one of the mental health problems that has become widespread. According to WHO reports, depression is the second-leading cause of the global burden of diseases. In the proliferation of such issues, social media has proven to be a great platform for people […]
In order to assist the process of questions answering on CQA (Community Question Answering) websites, this paper proposes an improved methodology of batch recommendation of answerers (experts) to questions called BESF (BERT Expert Recommendation using Multi-Objective Sailfish Algorithm with Genetic Algorithm). First, experts and questions modeling is done using BERT Topic modeling technique, which creates […]
Since Quran is the supreme source of spiritual wisdom and knowledge used for recitation, analysis and guidance among Muslims and non-Muslims. A variety of new techniques and tools related to information retrieval and Natural Language Processing (NLP) have been created for the purpose of recitation and for searching Holy Quran’s Arabic and English translation text. […]
In this research, we present a novel approach to enhance Text Classification task using improved word representations that have sentence embeddings. Word2vec is the vector based word representation, can be manipulated to work in conjunction with vector based sentence representations to improve the accuracy of classifier in text classification task. we will demonstrate how distributed […]
Urdu is the 8th largest spoken language in the world with more than 140 million speakers in subcontinent. It is a national language of Pakistan and an official language of six Indian states. Despite its abundant usage, the research work in Urdu language is still limited. Textual data of Urdu is increasing day by data […]
There are a lot of social platforms, where thousands of people discuss many topics. Some of the discussions are worthy and rich sources of gathering requirements of applications. Among these, Reddit is a valuable source where a tremendous set of information is erected and can be evaluated for helpful outcomes. Reddit is such a type […]
Increased connectivity has contributed greatly in facilitating rapid access to information and reliable communication. However, the uncontrolled information dissemination has also resulted in the spread of fake news. Fake news might be spread by a group of people or organizations to serve ulterior motives such as political or financial gains or to damage a country’s […]
According to the rule of law, |a hate speech is a speech that attacks an individual or group of individuals on the basis of religious orientation, race, gender, disability, national origin and ethnic origin.” The definition and implications of hate speech and extremism is different in every society, mainly because of the dynamics that persists […]
Now a days everyone is using the smart phones, there is a need of various applications to be installed on the smart phones. So, there are 3.48 million apps on google play store. Apps demand is increasing day by day. Apps developers want to make their app in top of the leader board so that […]
Deep learning is the foundation for various applications, including decision support, fraud detection, text categorization, machine translation, market research, and customer segmentation. Despite their widespread use, deep learning algorithms are frequently vulnerable to adversarial instances, in which legal inputs are manipulated in subtle and often invisible ways. Even the most complicated models may be tricked […]