3 citations · 4 across the 4 of their papers we have counts for
5 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…
Relevance Judgment Convergence Degree -- A Measure of Inconsistency among Assessors for Information Retrieval
Dengya Zhu, Shastri L Nimmagadda, Kok Wai Wong +1
Relevance judgment of human assessors is inherently subjective and dynamic when evaluation datasets are created for Information Retrieval (IR) systems. However, a small group of ex…
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…
Improving fraud prediction with incremental data balancing technique for massive data streams
Rafiq Ahmed Mohammed, Kok-Wai Wong, Mohd Fairuz Shiratuddin +1
The performance of classification algorithms with a massive and highly imbalanced data stream depends upon efficient balancing strategy. Some techniques of balancing strategy have…
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…