9 citations · 23 across the 10 of their papers we have counts for
11 papers
Integration of Explainable AI Techniques with Large Language Models for Enhanced Interpretability for Sentiment Analysis
Thivya Thogesan, Anupiya Nugaliyadde, Kok Wai Wong
Interpretability remains a key difficulty in sentiment analysis with Large Language Models (LLMs), particularly in high-stakes applications where it is crucial to comprehend the ra…
Extending Memory for Language Modelling
Anupiya Nugaliyadde
Breakthroughs in deep learning and memory networks have made major advances in natural language understanding. Language is sequential and information carried through the sequence c…
An Ultra-Specific Image Dataset for Automated Insect Identification
D. L. Abeywardhana, C. D. Dangalle, Anupiya Nugaliyadde +1
Automated identification of insects is a tough task where many challenges like data limitation, imbalanced data count, and background noise needs to be overcome for better performa…
RCNN for Region of Interest Detection in Whole Slide Images
A Nugaliyadde, Kok Wai Wong, Jeremy Parry +5
Digital pathology has attracted significant attention in recent years. Analysis of Whole Slide Images (WSIs) is challenging because they are very large, i.e., of Giga-pixel resolut…
Predicting Electricity Consumption using Deep Recurrent Neural Networks
Anupiya Nugaliyadde, Upeka Somaratne, Kok Wai Wong
Electricity consumption has increased exponentially during the past few decades. This increase is heavily burdening the electricity distributors. Therefore, predicting the future d…
Evolutionary Algorithm for Sinhala to English Translation
J. K. Joseph, W. M. T. Chathurika, A. Nugaliyadde +1
Machine Translation (MT) is an area in natural language processing, which focus on translating from one language to another. Many approaches ranging from statistical methods to dee…