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Ruwan Wickramarachchi
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Shades of knowledge-infused learning for enhancing deep learning
A Sheth, M Gaur, U Kursuncu, R Wickramarachchi
IEEE Internet Computing 23 (6), 54-63, 2019
612019
An Evaluation of Knowledge Graph Embeddings for Autonomous Driving Data: Experience and Practice
R Wickramarachchi, C Henson, A Sheth
Proceedings of the AAAI 2020 Spring Symposium on Combining Machine Learning …, 2020
252020
Knowledge-infused deep learning
M Gaur, U Kursuncu, A Sheth, R Wickramarachchi, S Yadav
Proceedings of the 31st ACM Conference on Hypertext and Social Media, 309-310, 2020
232020
Neuro-symbolic architectures for context understanding
A Oltramari, J Francis, C Henson, K Ma, R Wickramarachchi
Knowledge Graphs for eXplainable Artificial Intelligence: Foundations …, 2020
23*2020
Knowledge-infused Learning for Entity Prediction in Driving Scenes
R Wickramarachchi, C Henson, A Sheth
Frontiers in Big Data 4 (759110), 98, 2021
202021
Towards leveraging commonsense knowledge for autonomous driving
S Nag Chowdhury, R Wickramarachchi, MH Gad-Elrab, D Stepanova, ...
20th International Semantic Web Conference, 1-5, 2021
142021
ANALOGICAL-a novel benchmark for long text analogy evaluation in large language models
T Wijesiriwardene, R Wickramarachchi, B Gajera, S Gowaikar, C Gupta, ...
Findings of the Association for Computational Linguistics: ACL 2023, 3534-3549, 2023
92023
Knowledge-based Entity Prediction for Improved Machine Perception in Autonomous Systems
R Wickramarachchi, C Henson, A Sheth
IEEE Intelligent Systems 37 (5), 42-49, 2022
82022
A Lightweight Approach to Simulate a 2D Radar Coverage for Virtual Maritime Environments
W Ranaweera, S Jabbar, R Wickramarachchi, M Weerasinghe, ...
52013
A comprehensive survey on rare event prediction
C Shyalika, R Wickramarachchi, A Sheth
arXiv preprint arXiv:2309.11356, 2023
42023
Virtual eye: A sensor based mobile viewer to aid collaborative decision making in virtual environments
W Ranaweera, R Wickramarachchi, S Jabbar, M Weerasinghe, ...
International Conference on Advances in ICT for Emerging Regions (ICTer2012 …, 2012
32012
CLUE-AD: a context-based method for labeling unobserved entities in autonomous driving data
R Wickramarachchi, C Henson, A Sheth
Proceedings of the AAAI Conference on Artificial Intelligence 37 (13), 16491 …, 2023
22023
Towards efficient scoring of student-generated long-form analogies in STEM
T Wijesiriwardene, R Wickramarachchi, VL Shalin, AP Sheth
12022
On the Relationship between Sentence Analogy Identification and Sentence Structure Encoding in Large Language Models
T Wijesiriwardene, R Wickramarachchi, AN Reganti, V Jain, A Chadha, ...
Findings of the Association for Computational Linguistics: EACL 2024, 451-457, 2024
2024
Exploring the Relationship between Analogy Identification and Sentence Structure Encoding in Large Language Models
T Wijesiriwardene, R Wickramarachchi, AN Reganti, V Jain, A Chadha, ...
arXiv preprint arXiv:2310.07818, 2023
2023
ANALOGICAL--A New Benchmark for Analogy of Long Text for Large Language Models
T Wijesiriwardene, R Wickramarachchi, BG Gajera, SM Gowaikar, ...
arXiv preprint arXiv:2305.05050, 2023
2023
System and Method for Knowledge-Based Entity Prediction
C Henson, RT Wickramarachchige Don
US Patent App. 17/508,227, 2023
2023
Device and computer implemented method for explainable scene clustering
C Henson, D Stepanova, M Gad-Elrab, R Wickramarachchige Don, ...
US Patent App. 17/939,517, 2023
2023
A Semantic Web Approach to Fault Tolerant Autonomous Manufacturing
F El Kalach, R Wickramarachchi, R Harik, A Sheth
IEEE Intelligent Systems 38 (1), 69-75, 2023
2023
Tutorial: Knowledge-infused Learning for Autonomous Driving (KL4AD)
R Wickramarachchi, C Henson, S Monka, D Stepanova, A Sheth
The 21st International Semantic Web Conference (ISWC), 2022
2022
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