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Amila Silva
Amila Silva
Machine Learning Engineer, Canva
Verified email at canva.com - Homepage
Title
Cited by
Cited by
Year
Embracing Domain Differences in Fake News: Cross-domain Fake News Detection using Multi-modal Data
A Silva, L Luo, S Karunasekera, C Leckie
Proceedings of the 35th AAAI Conference on Artificial Intelligence, 2021
942021
Propagation2Vec: Embedding partial propagation networks for explainable fake news early detection
A Silva, Y Han, L Luo, S Karunasekera, C Leckie
Information Processing & Management 58 (5), 102618, 2021
842021
SemEval-2018 task 8: Semantic extraction from CybersecUrity REports using natural language processing (SecureNLP)
P Phandi, A Silva, W Lu
Proceedings of The 12th International Workshop on Semantic Evaluation, 697-706, 2018
402018
Embedding Partial Propagation Network for Fake News Early Detection
A Silva, Y Han, L Luo, S Karunasekera, C Leckie
Proceedings of the International workshop on Mining Actionable Insights from …, 2020
152020
On Predicting Personal Values of Social Media Users using Community-Specific Language Features and Personal Value Correlation
A Silva, PC Lo, EP Lim
Proceedings of the International AAAI Conference on Web and Social Media …, 2020
112020
Noise-robust Learning from Multiple Unsupervised Sources of Inferred Labels
A Silva, L Luo, S Karunasekera, C Leckie
Proceedings of the 36th AAAI Conference on Artificial Intelligence, 2022
82022
JPLink: On Linking Jobs to Vocational Interest Types
A Silva, PC Lo, EP Lim
Proceedings of the 24th Pacific-Asia Conference on Knowledge Discovery and …, 2020
52020
USTAR: Online Multimodal Embedding for Modeling User-Guided Spatiotemporal Activity
A Silva, S Karunasekera, C Leckie, L Luo
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2019), 2019
52019
On learning word embeddings from linguistically augmented text corpora
A Silva, C Amarathunga
Proceedings of the 13th International Conference on Computational Semantics …, 2019
52019
Knowledge Enhanced Multi-modal Fake News Detection
Y Han, A Silva, L Luo, S Karunasekera, C Leckie
arXiv preprint arXiv:2108.04418, 2021
32021
Unsupervised Domain-agnostic Fake News Detection using Multi-modal Weak Signals
A Silva, L Luo, S Karunasekera, C Leckie
arXiv preprint arXiv:2305.11349, 2023
22023
METEOR: Learning Memory and Time Efficient Representations from Multi-modal Data Streams
A Silva, S Karunasekera, C Leckie, L Luo
Proceedings of the 29th ACM International Conference on Information and …, 2020
22020
OMBA: User-Guided Product Representations for Online Market Basket Analysis
A Silva, L Luo, S Karunasekera, C Leckie
Proceedings of The European Conference on Machine Learning and Principles …, 2020
12020
Understanding Multilingual Communities through Analysis of Code-switching Behaviors in Social Media Discussions
A Harwood, S Karunasekera, M Vanni, L Falzon, P Padia, A Silva
2019 IEEE International Conference on Big Data (Big Data), 2274-2283, 2019
12019
LipAT: Beyond style transfer for controllable neural simulation of Lipstick using cosmetic attributes
A Silva, O Moskvyak, A Long, R Garg, S Gould, G Avraham, ...
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024
2024
CoLLAT: On Adding Fine-grained Audio Understanding to Language Models using Token-Level Locked-Language Tuning
A Silva, S Whitehead, C Lengerich, HJ Leather
Thirty-seventh Conference on Neural Information Processing Systems, 2023
2023
Finding Datasets in Publications: The Singapore Management University Approach
PK Prasetyo, A Silva, EP Lim, P Achananuparp
Rich Search and Discovery for Research Datasets (Edited by Julia I. Lane …, 2020
2020
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