3 papers
cs.IR2024
Enhancing Knowledge Retrieval with In-Context Learning and Semantic Search through Generative AI
Mohammed-Khalil Ghali, Abdelrahman Farrag, Daehan Won +1
Retrieving and extracting knowledge from extensive research documents and large databases presents significant challenges for researchers, students, and professionals in today's in…
cs.AI2024
Rare Class Prediction Model for Smart Industry in Semiconductor Manufacturing
Abdelrahman Farrag, Mohammed-Khalil Ghali, Yu Jin
The evolution of industry has enabled the integration of physical and digital systems, facilitating the collection of extensive data on manufacturing processes. This integration pr…
cs.CL2024
GAMedX: Generative AI-based Medical Entity Data Extractor Using Large Language Models
Mohammed-Khalil Ghali, Abdelrahman Farrag, Hajar Sakai +3
In the rapidly evolving field of healthcare and beyond, the integration of generative AI in Electronic Health Records (EHRs) represents a pivotal advancement, addressing a critical…