4 papers
BEYONDWORDS is All You Need: Agentic Generative AI based Social Media Themes Extractor
Mohammed-Khalil Ghali, Abdelrahman Farrag, Sarah Lam +1
Thematic analysis of social media posts provides a major understanding of public discourse, yet traditional methods often struggle to capture the complexity and nuance of unstructu…
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…
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…
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…