2 citations · 2 across the 4 of their papers we have counts for
4 papers
Exploring the Limits of Model Compression in LLMs: A Knowledge Distillation Study on QA Tasks
Joyeeta Datta, Niclas Doll, Qusai Ramadan +1
Large Language Models (LLMs) have demonstrated outstanding performance across a range of NLP tasks, however, their computational demands hinder their deployment in real-world, reso…
Large Language Model in Medical Informatics: Direct Classification and Enhanced Text Representations for Automatic ICD Coding
Zeyd Boukhers, AmeerAli Khan, Qusai Ramadan +1
Addressing the complexity of accurately classifying International Classification of Diseases (ICD) codes from medical discharge summaries is challenging due to the intricate nature…
Falcon 7b for Software Mention Detection in Scholarly Documents
AmeerAli Khan, Qusai Ramadan, Cong Yang +1
This paper aims to tackle the challenge posed by the increasing integration of software tools in research across various disciplines by investigating the application of Falcon-7b f…
Data Trading and Monetization: Challenges and Open Research Directions
Qusai Ramadan, Zeyd Boukhers, Muath AlShaikh +2
Traditional data monetization approaches face challenges related to data protection and logistics. In response, digital data marketplaces have emerged as intermediaries simplifying…