9 citations · 23 across the 10 of their papers we have counts for
7 papers · 1 filter
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…
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…
Language Modeling through Long Term Memory Network
Anupiya Nugaliyadde, Kok Wai Wong, Ferdous Sohel +1
Recurrent Neural Networks (RNN), Long Short-Term Memory Networks (LSTM), and Memory Networks which contain memory are popularly used to learn patterns in sequential data. Sequentia…
Advances in Natural Language Question Answering: A Review
K. S. D. Ishwari, A. K. R. R. Aneeze, S. Sudheesan +3
Question Answering has recently received high attention from artificial intelligence communities due to the advancements in learning technologies. Early question answering models u…
Adaptive Artificial Intelligent Q&A Platform
M. R, Akram, C. P +8
The paper presents an approach to build a question and answer system that is capable of processing the information in a large dataset and allows the user to gain knowledge from thi…
Solving Sinhala Language Arithmetic Problems using Neural Networks
W. M. T Chathurika, K. C. E De Silva, A. M. Raddella +3
A methodology is presented to solve Arithmetic problems in Sinhala Language using a Neural Network. The system comprises of (a) keyword identification, (b) question identification,…