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Now showing items 11-15 of 15
Automatic question & answer generation using generative Large Language Model (LLM)
(Brac University, 2024-01)
In the realm of education, student evaluation holds equal significance as imparting
knowledge. To be evaluated, students usually need to go through text-based academic
assessment methods. Instructors need to make diverse ...
MalFam: a comprehensive study on malware families with state-of-the-art CNN architectures with classifications and XAI
(Brac University, 2024-01)
Just as the digital transformation of everything in this ‘Information Age’ has acted
substantially to mitigate conventional crimes to a degree, the rate of cyber crime
has parallelly elevated alarmingly. As malware has ...
Mitigation of hallucination and interpretations of self attention of Mistral 7B AI to analyze and visualize context understanding ability of large language models
(Brac University, 2024-01)
In recent years, Large Language Models(LLM) have shown excellent performance in
a variety of Natural Language Processing tasks. However, they often produce hallucinated
content. Contents that are seemingly correct and ...
Automated detection of Malignant Lesions in the ovary using deep learning models and XAI
(Brac University, 2024-01)
Cancer is a complex and highly invasive disease that forms due to the abnormal
growth of cells in any part of the body. A majority of cancers are unraveled and
treated by incorporating advanced technology. However, ovarian ...
Towards devising an effective and reliable means of fish detection and classification through the exploration of various deep learning algorithms
(Brac University, 2022-01)
Due to a number of reasons, marine ecosystems change with certain species of fish
disappearing while novel species of fishes become a new staple within a given ecosystem,
e.g., a lake, river, etc. Monitoring these changes ...