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References validation in scholarly articles using RoBERTa
(Brac University, 2023-05)
In the recent era of technological advancement, evaluating references and assignments and validating those are some of the primary processes to justify the authenticity of a research work in the academic sector. The purpose ...
Optimal transport theory based GAN for medical image augmentation and classification
(Brac University, 2023-01)
Unsupervised neural networks called Generative Adversarial Networks (GANs) are
used to provide realistic pictures without relying on the original data. Due to dis parities in illness occurrence, the challenge of class ...
Enhancing email management and filtering through naive bayes based spam detection : a proposed email application solution
(Brac University, 2023-05)
Spam emails make up almost half of the global mail traffic. These emails take up
a large amount of space in the user’s inbox. However, a lot of time malware and
viruses are embedded in these emails in the form of attachments ...
Extracting information from social media platform for early detection of depression among individuals
(Brac University, 2023-05)
In our world, 3.8% of the total population is suffering from depression and it is the
fourth major cause of death in 15-29 year olds. It is estimated that more than 75%
of people suffering from it in low and middle income ...
Sentimental analysis of customer product Reviews to understand customer needs using machine learning
(Brac University, 2023-05)
People are influencing aspects of the digital world through machines. As a result, it
is crucial to upgrade and use this aspect to do so. In the past, people used written
letters to provide feedback. However, people are ...
Automated image caption generator in Bangla using multimodal learning
(Brac University, 2023-01)
Experiencing an image on-screen is a privilege that we often seem not to care about.
A visually impaired person does not have that luxury. A system that can automatically
produce closed captions of an image can thus help ...
Mental health analysis of cancer-diagnosed patients with the lowest survival rate and their caregivers
(Brac University, 2023-05)
Throughout the world, millions of people and their families are impacted by the
serious illness of cancer. The total number of new cancer cases worldwide in 2020
was predicted to reach 18.1 million. Serious emotional ...
Sentiment analysis in Bengali Text using NLP
(Brac University, 2023-01)
Natural Language Processing, a branch of AI, teaches computers to understand
speech and text in multiple languages. Machine learning or deep learning techniques
can be used to develop rule-based models of human-spoken ...
Detecting sarcasm in Bengali comments using NLP
(Brac University, 2023-01)
Natural Language Processing (NLP) is a subset of Machine Learning which resides
at the intersection of Linguistics and Computer Science. It deals with the capability
of computers to learn and work with human languages. ...
Research on the latest trends in Bangla named entity recognition
(Brac University, 2023-05)
Named Entity Recognition (NER) is a sub-task of Natural Language Processing (NLP) that distinguishes entities from unorganized text into predefined categorization. In recent years, a lot of Bangla NLP subtasks have received ...