Get started
Author

Deshan Koshala Sumanathilaka

Observed names: Deshan Sumanathilaka, Sumanathilaka, Deshan, Sumanathilaka, Deshan K., Sumanathilaka, Deshan Koshala
OpenAlex ID: A5094255504
Assessing GPT's Potential for Word Sense Disambiguation: A Quantitative Evaluation on Prompt Engineering Techniques
2024 · Deshan Sumanathilaka, Nicholas Micallef, et al. · IEEE Control and System Graduate Research Colloquium (ICSGRC) · 7
PDF
GlossGPT: GPT for Word Sense Disambiguation using Few-shot Chain-of-Thought Prompting
2025 · Deshan Sumanathilaka, Nicholas Micallef, et al. · Procedia Computer Science · 3
Swa Bhasha: Message-Based Singlish to Sinhala Transliteration
2024 · Athukorala, Maneesha U., Sumanathilaka, Deshan K. · arXiv (Cornell University) · 3
PDF
Swa-Bhasha Dataset: Romanized Sinhala to Sinhala Adhoc Transliteration Corpus
2024 · Deshan Sumanathilaka, Nicholas Micallef, et al. · International Conference on Advanced Research in Computing (ICARC) · 2
An Exploration-Analysis-Disambiguation Reasoning Framework for Word Sense Disambiguation with Low-Parameter LLMs
2026 · Deshan Koshala Sumanathilaka, Nicholas Micallef, et al. · Language Resources and Evaluation Conference (LREC) · 1
PDF
PharmaMap-LLM: Fine-Tuning Large Language Models for Drug-Drug Interaction (DDI) Analysis
2025 · Kithusshand Raveendran, Deshan Sumanathilaka, et al. · International Conference on Advancements in Computing (ICAC) · 1
A Systematic Decade Review of Trip Route Planning with Travel Time Estimation based on User Preferences and Behavior
2025 · Jayasuriya, Nikil, Sumanathilaka, Deshan · arXiv (Cornell University) · 1
PDF
Exploring the Impact of Temperature on Large Language Models: A Case Study for Classification Task Based on Word Sense Disambiguation
2025 · Deshan Sumanathilaka, Nicholas Micallef, et al. · 1
End-to-End Sign Language Recognition Pipeline: Towards Energy Efficient Modeling
2025 · Yohan Abhishek, Deshan Sumanathilaka · Procedia Computer Science · 1
Mechanistic Failure Modes of Weight Pruning in Transformer Language Models
2026 · Faumi, Nabeelah, Sumanathilaka, Deshan · arXiv (Cornell University)
PDF
Can small language models handle context-summarized multi-turn customer-service QA? A synthetic data-driven comparative evaluation
2026 · Lakshan Cooray, Deshan Sumanathilaka, et al. · Frontiers in Artificial Intelligence
SwanNLP at SemEval-2026 Task 5: An LLM-based Framework for Plausibility Scoring in Narrative Word Sense Disambiguation
2026 · Sumanathilaka, Deshan, Micallef, Nicholas, et al. · arXiv (Cornell University)
PDF
An Exploration-Analysis-Disambiguation Reasoning Framework for Word Sense Disambiguation with Low-Parameter LLMs
2026 · Sumanathilaka, Deshan, Micallef, Nicholas, et al. · arXiv (Cornell University)
PDF
Small Language Models as Autonomous Agents: Architectures, Retrieval Strategies, and Applications
2026 · Hammaad Rizwan, Deshan Sumanathilaka, et al.
PDF
Hate Speech Detection in Romanized Sinhala Text Using Multilingual Transformer Models
2026 · Sakun Chamikara, Deshan Sumanathilaka · International Conference on Advanced Research in Computing (ICARC)
Bridging Lexical Ambiguity and Vision: A Mini Review on Visual Word Sense Disambiguation
2026 · Nilukshi, Shashini, Sumanathilaka, Deshan · arXiv (Cornell University)
PDF
An Exploration-Analysis-Disambiguation Reasoning Framework for Word Sense Disambiguation with Low-Parameter LLMs
2026 · Deshan Sumanathilaka, Nicholas Micallef, et al. · Cronfa (Swansea University)
PDF
Monocular Depth Estimation for Autonomous Driving: A Survey on Deep Learning Methods, Multi-Task Learning and Robustness in Real-World Conditions
2026 · Lakshan Cooray, Nipuna Senanayake, et al.
SwanNLP at SemEval-2026 Task 5: An LLM-based Framework for Plausibility Scoring in Narrative Word Sense Disambiguation
2026 · Deshan Sumanathilaka, Nicholas Micallef, et al. · International Workshop on Semantic Evaluation (SemEval)
PDF
Prompt Balance Matters: Understanding How Imbalanced Few-Shot Learning Affects Multilingual Sense Disambiguation in LLMs
2025 · Sumanathilaka, Deshan, Micallef, Nicholas, et al. · arXiv (Cornell University)
PDF
Toponym Resolution: Will Prompt Engineering Change Expectations?
2025 · Anuradha, Isuri, Sumanathilaka, Deshan Koshala, et al. · Lancaster EPrints (Lancaster University)
Swa-bhasha Resource Hub: Romanized Sinhala to Sinhala Transliteration Systems and Data Resources
2025 · Sumanathilaka, Deshan, Perera, Sameera, et al. · arXiv (Cornell University)
PDF
Recent Trends and Challenges in Assistive Applications for Sinhala-Speaking Adults with Dyslexia: A Decade in Review
2025 · Peshala Perera, Deshan Sumanathilaka · International Conference on Advanced Research in Computing (ICARC)
A Hybrid Computational Framework Using NLP and ML for Emotion Analysis in Sinhala Songs
2025 · Malinda Peiris, Deshan Sumanathilaka · International Conference on Advanced Research in Computing (ICARC)
IndoNLP 2025: Shared Task on Real-Time Reverse Transliteration for Romanized Indo-Aryan languages
2025 · Sumanathilaka, Deshan, Anuradha, Isuri, et al. · arXiv (Cornell University)
PDF
Works count: 35
Citation count: 20
H-index: 3
I10-index:
Year
Topic
Type