9 citations · 23 across the 10 of their papers we have counts for
6 papers · 1 filter
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…
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…
Enhancing Semantic Word Representations by Embedding Deeper Word Relationships
Anupiya Nugaliyadde, Kok Wai Wong, Ferdous Sohel +1
Word representations are created using analogy context-based statistics and lexical relations on words. Word representations are inputs for the learning models in Natural Language…
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…