1 citations · 1 across the 4 of their papers we have counts for
4 papers
CLOC: Contrastive Learning for Ordinal Classification with Multi-Margin N-pair Loss
Dileepa Pitawela, Gustavo Carneiro, Hsiang-Ting Chen
In ordinal classification, misclassifying neighboring ranks is common, yet the consequences of these errors are not the same. For example, misclassifying benign tumor categories is…
Rethinking Transformer-based Multi-document Summarization: An Empirical Investigation
Congbo Ma, Wei Emma Zhang, Dileepa Pitawela +2
The utilization of Transformer-based models prospers the growth of multi-document summarization (MDS). Given the huge impact and widespread adoption of Transformer-based models in…
WebVLN: Vision-and-Language Navigation on Websites
Qi Chen, Dileepa Pitawela, Chongyang Zhao +3
Vision-and-Language Navigation (VLN) task aims to enable AI agents to accurately understand and follow natural language instructions to navigate through real-world environments, ul…
Influence of Swarm Intelligence in Data Clustering Mechanisms
Pitawelayalage Dasun Dileepa Pitawela, Gamage Upeksha Ganegoda
Data mining focuses on discovering interesting, non-trivial and meaningful information from large datasets. Data clustering is one of the unsupervised and descriptive data mining t…