1 citations · 1 across the 6 of their papers we have counts for
6 papers
When LLM meets Fuzzy-TOPSIS for Personnel Selection through Automated Profile Analysis
Shahria Hoque, Ahmed Akib Jawad Karim, Md. Golam Rabiul Alam +1
In this highly competitive employment environment, the selection of suitable personnel is essential for organizational success. This study presents an automated personnel selection…
Enhancing Multi-Class Disease Classification: Neoplasms, Cardiovascular, Nervous System, and Digestive Disorders Using Advanced LLMs
Ahmed Akib Jawad Karim, Muhammad Zawad Mahmud, Samiha Islam +1
In this research, we explored the improvement in terms of multi-class disease classification via pre-trained language models over Medical-Abstracts-TC-Corpus that spans five medica…
Automated Personnel Selection for Software Engineers Using LLM-Based Profile Evaluation
Ahmed Akib Jawad Karim, Shahria Hoque, Md. Golam Rabiul Alam +1
Organizational success in todays competitive employment market depends on choosing the right staff. This work evaluates software engineer profiles using an automated staff selectio…
Strengthening False Information Propagation Detection: Leveraging SVM and Sophisticated Text Vectorization Techniques in comparison to BERT
Ahmed Akib Jawad Karim, Kazi Hafiz Md Asad, Aznur Azam
The rapid spread of misinformation, particularly through online platforms, underscores the urgent need for reliable detection systems. This study explores the utilization of machin…
Larger models yield better results? Streamlined severity classification of ADHD-related concerns using BERT-based knowledge distillation
Ahmed Akib Jawad Karim, Kazi Hafiz Md. Asad, Md. Golam Rabiul Alam
This work focuses on the efficiency of the knowledge distillation approach in generating a lightweight yet powerful BERT based model for natural language processing applications. A…
Advanced Vision Transformers and Open-Set Learning for Robust Mosquito Classification: A Novel Approach to Entomological Studies
Ahmed Akib Jawad Karim, Muhammad Zawad Mahmud, Riasat Khan
Mosquito-related diseases pose a significant threat to global public health, necessitating efficient and accurate mosquito classification for effective surveillance and control. Th…